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Postdoc position in Insect Robotics - Edinburgh

by Barbara Webb

Postdoc position - School of Informatics, University of Edinburgh A research associate position is available in the Insect Robotics group to work on how ultraviolet and polarised light processing in insects can be applied to robotics, as part of the EPSRC funded project “Exploiting invisible cues for low-cost outdoor robot navigation”. You must either already have a PhD in a relevant area or be nearing completion of your PhD studies, and must have a track record of related publications. Excellent skills in programming are essential. Candidates with expertise in modelling of sensory and neural systems, with experience of both virtual environments and real world robotics, and knowledge of behavioural and signal analysis methods will be preferred. Ideally, candidates would also be familiar with invertebrate brain and behaviour research, and/or robot navigation methods such as SLAM. The post is available from 1st March 2015 and is fixed-term for 30 months, with the possibility of extension. The closing date for applications is 5th January 2015. Further details and online application are available here: https://www.vacancies.ed.ac.uk/pls/corehrrecruit/erq_jobspec_version_4.jobs… Informal enquiries can be addressed to Professor Barbara Webb: B.Webb(a)ed.ac.uk -- The University of Edinburgh is a charitable body, registered in Scotland, with registration number SC005336.

Dec. 11, 2014

Deadline extension || BIOTECHNO 2015 and BIOCOMPUTATION 2015 || May 24 - 29, 2015 - Rome, Italy

by Cristina Pascual

INVITATION: ================= Please consider to contribute to and/or forward to the appropriate groups the following opportunity to submit and publish original scientific results to - BIOTECHNO 2015, The Seventh International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies - BIOCOMPUTATION 2015, The International Symposium on Big Data and BioComputation The submission deadline is January 16, 2015. Authors of selected papers will be invited to submit extended article versions to one of the IARIA Journals: http://www.iariajournals.org ================= === BIOTECHNO 2015 | BIOCOMPUTATION 2015 | Call for Papers ====== CALL FOR PAPERS, TUTORIALS, PANELS BIOTECHNO 2015, The Seventh International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies General page: http://www.iaria.org/conferences2015/BIOTECHNO15.html Submission page: http://www.iaria.org/conferences2015/SubmitBIOTECHNO15.html BIOCOMPUTATION 2015, The International Symposium on Big Data and BioComputation General page: http://www.iaria.org/conferences2015/BIOCOMPUTATION.html Submission page: http://www.iaria.org/conferences2015/BIOCOMPUTATION.html#SubmitAPaper Events Schedule: May 24 - 29, 2015 - Rome, Italy Contributions: - regular papers [in the proceedings, digital library] - short papers (work in progress) [in the proceedings, digital library] - ideas: two pages [in the proceedings, digital library] - extended abstracts: two pages [in the proceedings, digital library] - posters: two pages [in the proceedings, digital library] - posters: slide only [slide-deck posted at www.iaria.org] - presentations: slide only [slide-deck posted at www.iaria.org] - demos: two pages [posted at www.iaria.org] - doctoral forum submissions: [in the proceedings, digital library] Proposals for: - mini-symposia: see http://www.iaria.org/symposium.html - workshops: see http://www.iaria.org/workshop.html - tutorials: [slide-deck posed on www.iaria.org] - panels: [slide-deck posed on www.iaria.org] Submission deadline: January 16, 2015 Sponsored by IARIA, www.iaria.org Extended versions of selected papers will be published in IARIA Journals: http://www.iariajournals.org Print proceedings will be available via Curran Associates, Inc.: http://www.proceedings.com/9769.html Articles will be archived in the free access ThinkMind Digital Library: http://www.thinkmind.org The topics suggested by the conference can be discussed in term of concepts, state of the art, research, standards, implementations, running experiments, applications, and industrial case studies. Authors are invited to submit complete unpublished papers, which are not under review in any other conference or journal in the following, but not limited to, topic areas. All tracks are open to both research and industry contributions, in terms of Regular papers, Posters, Work in progress, Technical/marketing/business presentations, Demos, Tutorials, and Panels. Before submission, please check and comply with the editorial rules: http://www.iaria.org/editorialrules.html BIOTECHNO 2015 Topics (topics and submission details: see CfP on the site) CfP: http://www.iaria.org/conferences2015/CfPBIOTECHNO15.html =========================================================== A. Bioinformatics, chemoinformatics, neuroinformatics and applications Bioinformatics (Bioinformatics modeling; Bioinformatics databases; Epidemic models; Informatics and statistics in bio-pharmaceutical research; Machine learning and artificial intelligence in molecular design; Systems biology and metabolic networks; Medical informatics; Genomics informatics; Biostatistics; Structural and functional genomics; Identifying molecular sequence and structure databases; Mechanisms for specifying molecular interactions and structure predictions; Formalisms for gene regulation and expression databases; Algorithms for gene identification and pattern discovery; Techniques for gene expression analysis; Modeling and simulation of biomarkers) Advanced biocomputation technologies (Stochastic modeling; Computational drug discovery; Graph theory and bioinformatics; Biological databases and information retrieval; Experimental studies and results; Application of computational intelligence in medicine and biological sciences (artificial neural networks, fuzzy logic, evolutionary computing, and simulated annealing); High-performance computing as applied to natural and medical sciences; Hardware computing accelerators; Computer-based medical systems (automation in medicine, etc.); Other aspects and applications relating to technological advancements in medicine and biological sciences; Novel applications) Chemoinformatics (Computer-aided drug design; Concepts, methods, and tools for drug discovery; Virtual screening of chemical libraries; ADMET - absorption, distribution, metabolism, excretion, and toxicity; QSAR - quantitative structure-activity relationships; Protein-ligand docking and scoring functions; Chemical similarity and diversity; Chemogenomics in drug discovery; QSPR - quantitative structure-property relationships; Theoretical models in chemical reactivity; Mathematical chemistry and chemical graphs; In silico environmental toxicology; Computer-assisted chemical engineering; Combinatorial chemistry; Graph theory in chemistry; Prediction of drug toxicity; Property prediction; Molecular mechanics and quantum chemical calculations; Modeling and measurements of solid-liquid and vapor-liquid equilibria; Blood-brain barrier penetration; Comparison of the similarity(diversity of chemo-data libraries; Chemoinformatics applications) Bioimaging ( Image processing in medicine and biological sciences; Measurements techniques; Mass spectrometry; Numerical(mathematical approaches; Biological data integration and visualization) Neuroinformatics (Neurosciences; Neurocomputing) B. Computational systems (genetics, biology, and microbiology) Bio-ontologies and semantics (Software environments for bio-computation, bio-informatics, and biomedical applications; Medical informatics; Epidemic models; Biological data mining; Biomedical knowledge discovery; Pattern classification and recognition; Mathematical biology; Graph theory and bio-informatics; Stochastic modeling; Biological databases and information retrieval; Processing mutation information; Archiving of mutation specific information) Biocomputing (Computational biology; Bioengineering; Biomedical image computing and informatics; Biomedical automation and control; Image-based diagnosis and therapy; Modeling and simulation of systems biology; Applications of large-scale bio-systems) Genetics (Gene regulation; Gene expression databases; Gene pattern discovery and identification; Genetic network modeling and inference; Gene expression analysis; RNA and DNA structure and sequencing; Evolution of regulatory genomic sequences; Biological data mining and knowledge discovery; Bio-pattern classification and recognition; Bio-sequence analysis and alignment; Comparative genomics; Structural and functional genomics; Amino acid sequencing) Molecular and Cellular Biology (Protein modeling; Molecular interactions; Metabolic modeling and pathways; Evolution and phylogenetics; Macromolecular structure prediction; Proteomics; Protein folding and fold recognition; Molecular sequence and structure databases; Molecular dynamics and simulation; Molecular sequence classification, alignment and assembly) Microbiology (Bio-nanotechnologies; Self-assembly and self-replication; Global regulatory networks and mechanisms; Microbial propagation and immunity; Microbial therapies; Microbial life under extreme energy limitation; Cellular microbiology and contact systems; Phylogenetics; Genome dynamics; Transmission dynamics and evolution of emerging diseases; Metagenomics and drug resistance; Microbes and alternative energies) C. Biotechnologies and biomanufacturing Fundamentals in biotechnologies (Bioengineering; Bioelectronics; Biomaterials; Bio-films in ecology and medicine; Biometric screening techniques; Biorobotics) Biodevices (Biosensors; Biomechanical devices; Biochips; Biocomputing; Biometrics devices; Specialized biodevices; Nanotechnology for biosystems) Biomedical technologies (Biomedical engineering; Biomedical instrumentation; Biomedical metrology and certification; Biomedical sensors; Biomedical monitoring devices; Biomedical devices with embedded computers; Biomedical integrated systems) Biological technologies (Biological data integration; Image processing in medicine and biological sciences; Biological data visualization; Synthetic biological systems) Biomanufacturing (Manufacturing platforms; Biopharmaceutical industry; Generic biopharmaceuticals; Bioprocess management; Clinical trials; Disposables and product changeover; Upstream and downstream bioprocessing; Technology benchmarks; International regulations) BIOCOMPUTATION 2015 Topics (topics and submission details: see CfP on the site) CfP: http://www.iaria.org/conferences2015/BIOCOMPUTATION.html#CallForPapers ============================ Big Data and Context-sensitive Computation Big Data and Cloud Technology and Services in BioComputation Big Data, Cloud computing and GPU (Graphical Process Units) for BioComputation Scale-up and high-performance techniques for data-centric BioComputation Big Data and Prediction Computational Models Big Data Computation Applications Big Data and Evolution Models Big Data and BioStatistics Big Data and Personalized Healthcare Computation Big Data in Genome Analytics Big Data and Computation on Illness Patterns/Variations (cancer, diabetes, etc.) Big Data and Donor Information Big Data and Drugs-related Computation Big Data and Health/eHealth/Telemedicine Computation Big Data and Computation in Clinical Context Big Data and BioImage Computation Big Data and Molecular Modeling Big Data and Computational Physics Big Data and Biological Systems Big Data and Scalability of BioComputation Tools Big Data and Trusted Bio-Datasets Big Data BioComputation and Regulator Borders ------------------- BIOTECHNO Committee: http://www.iaria.org/conferences2015/ComBIOTECHNO15.html BIOCOMPUTATION Committee: http://www.iaria.org/conferences2015/BIOCOMPUTATION.html#Committees ================================================

Dec. 10, 2014

School and Workshop on Dynamics of Multi-Level Systems, Dresden, June 2015

by Eckehard Olbrich

"Dynamics of Multi-Level systems" School: 01-12.06.2015 Workshop: 15-19.06.2015 LOCATION: Max Planck Institute for the Physics of Complex Systems, Dresden, Germany Applications for participation at http://www.pks.mpg.de/~dymult15/ until FEBRUARY 28, 2015. The emergence of levels is a key feature in a variety of complex systems. Experts from different disciplines will discuss current trends in the theoretical understanding of multi-level and multi-scale systems and present applications from physics and chemistry, sociology and economics, ecology and neuroscience. Workshop topics include * multiscale methods * hierarchies in dynamical systems * physics of information * self-organization and level identification * multilevel networks * coarse graining * aggregation methods The school will provide the opportunity to learn key techniques and theories from mathematics and physics for dealing with multiscale and multilevel systems. School topics include * Dynamical Systems with multiple time scales * Averaging and singular perturbation theory * Projection methods * Collective chaos * Information geometry * Information theoretic approaches to complex systems Lecturers Shun-ichi Amari, RIKEN Brain Science Institute, Japan Bruno Cessac, INRIA, Sophia Antipolis, France Hugues Chaté, CEA Saclay, Gif-sur-Yvette, France Leo van Hemmen, TU München, Germany Holger Kantz, MPIPKS, Dresden, Germany Christian Kuehn,Vienna University of Technology, Austria Kristian Lindgren, Chalmers University of Technology, Gothenburg, Sweden David Wolpert, Santa Fe Institute, USA Ferdinand Verhulst, University of Utrecht, The Netherlands Additional invited speakers for the workshop Nihat Ay, MPI-MiS, Leipzig, Germany Philippe Blanchard, Universität Bielefeld, Germany Olivier Faugeras, INRIA, Sophia Antipolis, France Mauro Gallegati, Università Politecnica delle Marche, Ancona, Italy Björn Peter Gärdenfors, Lund University, Sweden Shlomo Havlin, Bar-Ilan University, Israel Martin Nilsson Jacobi, Chalmers University of Technology, Gothenburg, Sweden Jürgen Jost, MPI-MiS, Leipzig, Germany Tamas Vicsek, Eötvös Loránd University, Hungary Massimo Warglien, Ca'Foscari University, Venice, Italy Applications for the school and/or workshop have to be submitted via the school & workshop webpage http://www.pks.mpg.de/~dymult15/ until February 28, 2015. For successful applications, accommodation and subsistence will be covered by MPIPKS. The registration fee is 120 Euro and should be paid by all participants. For school participants additional travel funds are available on request. Scientific Coordinators: Fatihcan Atay (Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany) Eckehard Olbrich (Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany) Kristian Lindgren (Chalmers University, Gothenburg, Sweden) Organization: Claudia Domaschke (MPIPKS Dresden, Germany) For further information see http://www.pks.mpg.de/~dymult15/ or e-mail to: dymult15(a)pks.mpg.de -- Dr. Eckehard Olbrich Max Planck Institute for Mathematics in the Sciences Inselstrasse 22 D-04103 Leipzig Germany Tel.: +49 341 9959 568 Fax: +49 341 9959 658 E-mail: olbrich(a)mis.mpg.de

Dec. 10, 2014

SYNTAGMA, Trieste, early July 2015

by Alessandro Treves

The celebration of the first Nobel Prize awarded to cognitive neuroscience prods us to reach out towards language, at the frontier of human cognition. SYNTAGMA, in Trieste, http://people.sissa.it/~ale/EU_infoday/syntagma.html is a self-organizing meeting, una piazza or a crossroad, where coming from different directions we shall discuss language acquisition and its neural mechanisms. Participants generate activities/talks/discussions, with no guest invited, and all pay their expenses (although SISSA will contribute to lodging expenses, on a first-come-first-served basis). Participation means at least a couple of days in Trieste, within the range July 1-12, 2014. The registration fee is a paper, one per participant, if possible orthogonal to all others, so adding an extra conceptual dimension to the meeting. Published papers are collected on the public repository http://people.sissa.it/~ale/EU_infoday/scovazze.html for all of us to see. First allocation of lodging contributions at the end of January. Please write to me, ale(a)sissa.it, with SYNTAGMA in the Subject field. -- Alessandro Treves http://people.sissa.it/~ale/limbo.html SISSA - Cognitive Neuroscience, via Bonomea 265, 34136 Trieste, Italy and Master in Complex Actions http://www.mca.sissa.it/

Dec. 10, 2014

tenure-track position in Statistics at Washington State University

by Dimitrov, Alex

Dear Colleagues, Please, see the note below. We are looking for somebody working with big data in general, which of course can involve neural big data. Best regards, Alex ———————— The Department of Mathematics at Washington State University (WSU) in Pullman, WA, invites applications for a permanent full-time tenure-track nine-month faculty position in Statistics at the Assistant Professor level beginning August 16, 2015. Requirements: A Ph.D. degree in Statistics or Statistical Sciences or in Mathematics with Statistics emphasis obtained by August 16, 2015. Must have strong research record in modeling high dimensional big data sets arising from diverse areas of science or engineering. Must show evidence of the ability to maintain a robust and well funded grant supported research program in Statistics or Statistical Sciences. Post doctoral experience of one or more years in developing methods for modeling and analyzing big data problems is highly recommended. Evidence of effectiveness in teaching Statistics courses at the undergraduate level is required. Unofficial graduate transcripts are also required. Job responsibilities: Teaching, research and service. Teaching involves both undergraduate and graduate courses in Statistics or closely related areas. Research must include maintenance of well-funded individual or collaborative projects that include but not restricted to collecting, modeling and analyzing high dimensional large data sets in science and engineering. It is highly desirable to quickly develop interdisciplinary research collaborations with allied research groups in science and engineering. The successful candidate must strengthen the ongoing graduate program in Statistics by teaching graduate level Statistics courses, and by mentoring Ph.D. as well as Masters level graduate students. Ability and due diligence in rendering service to the department, college and the university is essential. To apply see www.wsujobs.com<http://www.wsujobs.com>. The online application will require: Cover Letter addressing each of the required and recommended qualifications; Curriculum Vitae; Unofficial Graduate Transcripts; and Three (3) letters of recommendation. The three (3) letters of recommendation are required and will be automatically requested and obtained from the reference provider automatically through our online applications system. Screening of application materials will begin January 5, 2015, and applications will be accepted until the position is filled. Washington State University is an equal opportunity/affirmative action educator and employer. Members of ethnic minorities, women, special disabled veterans, veterans of the Vietnam-era, recently separated veterans, and other protected veterans, persons of disability and/or persons of age 40 and over are encouraged to apply. WSU is committed to excellence through diversity, has faculty friendly policies including a partner accommodation program, and a NSF ADVANCE Institutional Transformation grant (see www.advance.wsu.edu) -- Alexander Dimitrov Department of Mathematics Washington State University 14204 NE Salmon Creek Ave Vancouver WA 98686 alex.dimitrov(a)vancouver.wsu.edu<mailto:alex.dimitrov@vancouver.wsu.edu> http://directory.vancouver.wsu.edu/people/alexander-dimitrov

Dec. 9, 2014

2 PhD positions, Computational Cognitive Neuroimaging, Uni of Birmingham, UK

by Uta Noppeney

*2 PhD positions in Computational Cognitive Neuroimaging; University of Birmingham, UK* In our natural dynamic environment our senses are constantly bombarded with many different signals. How does the human brain integrate information from multiple senses during perception? To study the neural mechanisms of multisensory perceptionand learning, we combine psychophysics, functional imaging (fMRI, EEG/MEG & interleaved TMS-fMRI) and models of Bayesian Inference and learning. The Computational Cognitive Neuroimaging Group (Prof Uta Noppeney) is seeking 2 enthusiastic PhD candidates. Applicants should have astrong quantitative background and a degree in neuroscience, psychology, computer science, physics, medicine or related areas. Prior experience in functional imaging, MatLab, data analysis or machine learning would be an advantage. The lab is part of the Computational Neuroscience and Cognitive Robotics Centre and the Department of Psychology of the University of Birmingham, UK. The centre provides an excellent multidisciplinary and collaborative research environment combining expertise in cognitive neuroimaging, psychophysics and computational neuroscience. Applications will be considered until the positions are filled. Starting dates are flexible. The PhD position (including stipend + fees for EU students) is funded for three years. For further information, please contact u.noppeney(a)bham.ac.uk <mailto:u.noppeney@bham.ac.uk> and see http://www.birmingham.ac.uk/research/activity/cncr/index.aspx <http://www.birmingham.ac.uk/schools/psychology/index.aspx> http://www.birmingham.ac.uk/schools/psychology/people/profile.aspx?Referenc… <http://www.jobs.ac.uk/job/AIM528/research-fellow/>Please send application including CV, statement of research interests, and the names and full contact details of two referees to:u.noppeney@bham.ac.uk <mailto:u.noppeney@bham.ac.uk>

Dec. 9, 2014

on behalf of Andrea d'Avella: Postdoc position in human sensorimotor control - Rome

by MAEX Reinoud

subject: Postdoc position in human sensorimotor control – Rome, Italy A postdoctoral position is available in the research group led by Andrea d’Avella (a.davella(a)hsantalucia.it [13]) in the Laboratory of Neuromotor Physiology of the Santa Lucia Foundation in Rome, Italy, to conduct studies in the area of human sensorimotor control. The postdoctoral researcher will be involved in a new interdisciplinary project, funded by the H2020 program of the European Union, aiming at a step change in human-robot interaction. The consortium comprises leading robotics, computational neuroscience, and human motor control European research groups. Research will be focused on investigating human sensorimotor strategies for prediction, coordination, and control during interactive catching and throwing. Experiments will be conducted with real balls using a custom designed launching apparatus and with virtual balls simulated in an immersive multisensory virtual environment with a large field of view. Models of human sensorimotor strategies, including sensorimotor synergies, will be developed and used for assessment of human-robot interactions. Applicants should have a recent Ph.D. in a relevant discipline, a real interest in human sensorimotor control, and strong quantitative and programming skills. Experience with collection and analysis of experimental data, psychophysics in virtual environments, and modeling of sensorimotor processes are valuable assets. Salary will be commensurate with experience. Applicants should provide a statement of research interests, a curriculum vitae, and contact information for references. The position is available starting on February 1st 2015 and open until filled.

Dec. 8, 2014

BNA2015: Festival of Neuroscience (Edinburgh UK, 12th-15th April 2015)

by Ramnani, N

Dear All, In case this has not reached your attention, I just wanted to alert you to BNA2015: Festival of Neuroscience (12th - 15th April 2015, EICC, Edinburgh, UK). This is the biennial meeting of the British Neuroscience Association. Topics cover most areas of neuroscience. The deadline for poster abstracts is approaching (17.00h GMT on MONDAY 15 DECEMBER 2015). Programme details can be found at http://www.bna2015.org/programme Some highlights... ~250 talks in 60 symposia and wide-interest special events<http://www.bna2015.org/programme/#specialevents> organised into eight themes<http://www.bna2015.org/programme/details/> BNA 50th Anniversary Lecture:? * ???Professor John O'Keefe, University College London, London, UK - Nobel Laureate for Physiology or Medicine, 2014. Plenary Lectures<http://www.bna2015.org/programme/plenary-lectures/>: * ?Professor Dame Kay Davies, University of Oxford, UK: "Links between psychiatric disorders and abnormal circadian rhythms" * Professor Annette C Dolphin, University College London, UK: "Neuronal voltage-gated calcium channels: from channel trafficking to therapy for neuropathic pain" * Professor Thomas M Jessell, Columbia University, USA: "Strategies and circuits for motor control" * Professor Richard G M Morris, University of Edinburgh, UK: "The making, keeping and losing of memory" * Professor Giacomo Rizzolatti, University of Parma, Italy: "Understanding others: a neural mechanism" * Professor Susumu Tonegawa, Massachusetts Institute of Technology, USA - Nobel Laureate for Physiology or Medicine, 1987 - "Memory engram cells have come of age" * Professor Lorraine Tyler, University of Cambridge, UK: "From perception to conception: the evolution of meaning along the ventral stream" Public Lectures: * Professor David Nutt (Imperial College London, UK), "How Scotland can use neuroscience to lead the world in drugs and alcohol policy??" * Dr Adrian Owen (University of Western Ontario, Canada), "The search for consciousness" Apologies if you have received this information already. Best wishes, Narender Ramnani Professor of Neuroscience (Royal Holloway, University of London) Programme Chair, BNA2015 ?

Dec. 6, 2014

Master in Brain and Cognition, UPF, Barcelona

by Miller, Pamela

Dear Comp-neuro members, The Master in Brain and Cognition being offered at Pompeu Fabra University (UPF), Barcelona Spain (http://www.upf.edu/mbc/) opens the rolling application period from 24 November to 26 June 2015. The core of the master's programme is composed of the research groups at UPF's Center for Brain and Cognition (http://cbc.upf.edu) These groups are directed by renowned scientists in areas such as computational neuroscience, cognitive neuroscience, psycholinguistics, vision, multisensory perception, human development and comparative cognition. Students will be exposed to the ongoing research projects at the Center for Brain and Cognition and will be integrated in one of its main research lines, where they will conduct original research for their final project. Please visit the Master’s web page or contact mbc(a)upf.edu for further information. Thank you.

Dec. 5, 2014

Machine Learning Summer School 2015, Sydney, Australia

by Edwin Bonilla

========================================================== Call for Participation: MLSS Sydney 2015: Machine Learning Summer School 2015, Sydney, Australia February 16th to February 25th, 2015 http://www.nicta.com.au/mlss2015 Important dates (AEDT): Scholarship application deadline: December 15th, 2014 Early bird registration deadline: January 15th, 2015 Late registration: January 16th, 2015 to January 31st, 2015 ========================================================== Description ------------------------------------------------------------------------------- Machine Learning is a foundational discipline that forms the basis of much modern statistical data analysis. As data science emerges to meet the challenges of "Big Data", understanding the theory and practice of machine learning becomes a crucial asset in academia and industry. The machine learning summer school provides graduate students, academics and industry professionals with an intense learning experience on the theory and applications of modern machine learning. Over the course of eight days, a panel of internationally renowned experts in the field will offer tutorials covering basic as well as advanced topics. In addition, MLSS Sydney 2015 will feature hands-on sessions aimed at reinforcing the learned concepts through practice. Themes ------------------------------------------------------------------------------- The school will have a strong focus on probabilistic inference, large scale learning, Bayesian non-parametrics and applications to recommender systems, vision and document analysis. Confirmed Speakers and Topics ------------------------------------------------------------------------------- Ryan Adams (Harvard University) Bayesian Nonparametrics: Dirichlet Processes and Friends Wray Buntine (Monash University) Bayesian Non-parametric Methods for Unsupervised Models Bob Carpenter (Columbia University) Bayesian inference, MCMC and Stan Hands-on Justin Domke (NICTA) Probabilistic Graphical Models Stephen Gould (Australian National University) Structured Prediction for Computer Vision Alex Ihler (UCI Irvine) Approximate Inference Mark Johnson (Macquarie University) Natural Language Processing Alexandros Karatzoglou (Telefonica) ML for Recommender Systems Neil Lawrence (The University of Sheffield) Bayesian Nonparametrics: Gaussian Processes Frank Nielsen (Ecole Polytechnique) Computational Information Geometry and Machine Learning Richard Nock (NICTA) Boosting Lizhen Qu (NICTA ) Deep Learning Mark Reid (ANU and NICTA) Prediction Markets Mark Schmidt (University of British Columbia) Optimization Chris Webers (NICTA) Introduction to Machine Learning Organizers ------------------------------------------------------------------------------- Edwin V. Bonilla, The University of New South Wales Fabio Ramos, The University of Sydney Yang Wang, NICTA

Dec. 5, 2014