d120: Machine Learning videos from Microsoft Research


List (by mere_mortise):


https://www.youtube.com/watch?v=0BqshTpvwlM An Algorithm for Precision Medicine 85
https://www.youtube.com/watch?v=mtHBoZR8c10 VISC: Virtual Instruction Set Computing 40
https://www.youtube.com/watch?v=1zN2AB_Ccpk The Contextual Bandits Problem: A New, Fast, and Simple Algorithm 33
https://www.youtube.com/watch?v=H16w6Z2CHkk Deep consequences: Why syntax isn’t a thing; modeling language with neural nets 39
https://www.youtube.com/watch?v=YaPl2BZ45Cc DNN-Based Online Speech Enhancement Using Multitask Learning and Suppression Rule Estimation 17
https://www.youtube.com/watch?v=TTGsJQSHs4Q Research on Concert Hall Acoustics at Aalto University 38
https://www.youtube.com/watch?v=mHQ7FxQuqck Program Synthesis from Refinement Types 20
https://www.youtube.com/watch?v=zoDQE-TDOtc Paradoxes of Openness and Distinction in the Sharing Economy 23
https://www.youtube.com/watch?v=1pnCfCGflkU Change Dyslexia: Early Detection and Intervention at Large Scale 27
https://www.youtube.com/watch?v=N4lMG-wlfQE Big Data and Bayesian Nonparametrics 28
https://www.youtube.com/watch?v=iz3Tnkv5EJU A Faster Cutting Plane Method and its Implications for Combinatorial and Convex Optimization 28
https://www.youtube.com/watch?v=UQ9SITknT-0 Microsoft Research New England: An introduction 40
https://www.youtube.com/watch?v=sSUzVWwj5mE WIPTTE: Pam Mueller and Sharon Oviatt 54
https://www.youtube.com/watch?v=p3hwCG7CNlc Build a Great website and handy Virtual Tools – Session 1 51
https://www.youtube.com/watch?v=szHRv4MwCBY Recent Advances in Deep Learning at Microsoft: A Selected Overview 243
https://www.youtube.com/watch?v=93PoBq072s8 Probability and Prejudice: Bridging the Gap Between Machine Learning and Programming Languages 53
https://www.youtube.com/watch?v=RMTrSwSQ-lQ Madoko: a scholarly markdown 39
https://www.youtube.com/watch?v=O732ZbEFjmA Practical Learning Algorithms for Structured Prediction 47
https://www.youtube.com/watch?v=lELqhg6jv-4 Experiences with Scaling Blockchain-based Data Stores 53
https://www.youtube.com/watch?v=6-KAgAZDD8M DataHub and E-Store 37
https://www.youtube.com/watch?v=cK0LnzHFMm8 Near Future Laboratory 141
https://www.youtube.com/watch?v=mhbhfoHugLI Context-aware programming languages 56
https://www.youtube.com/watch?v=Sa3U0qkttZI The Forza Motorsport 5 Original Soundtrack, An Insider’s View 184
https://www.youtube.com/watch?v=8Z982I4SpIo Optimal Design for Social Learning 21
https://www.youtube.com/watch?v=Ytnx-sj2Xu0 Introduction to Machine Learning in Python with Scikit-Learn 79
https://www.youtube.com/watch?v=YqYDGy70–Y Local Deep Kernel Learning for Efficient Non-linear SVM Prediction 51
https://www.youtube.com/watch?v=xD7E00f9QtE F# Type Providers: DBpedia and the Combinator Framework 21
https://www.youtube.com/watch?v=kLky7eeDbf4 Vowpal Wabbit Future Plans 19
https://www.youtube.com/watch?v=ayMqme7NWCc Enabling more Girls in Computing: Office Mix CS Toolkit for middle school and CS Principles Gaming C 33
https://www.youtube.com/watch?v=UXHWNNzdPVM Computer Vision – StAR Lecture Series: Object Recognition 45
https://www.youtube.com/watch?v=EoYL3Q5jBv8 Checking microarchitectural implementations of weak memory 20
https://www.youtube.com/watch?v=wVZumdw9JHs Blind Deconvolution Using Unconventional Beamforming 28
https://www.youtube.com/watch?v=6eIY155fjdM Symmetry-Based Learning 32
https://www.youtube.com/watch?v=5WTf10–JNg Towards Scalable Quantum Computation 163
https://www.youtube.com/watch?v=IaqL7ot7piA Systems, Science and FreeBSD 38
https://www.youtube.com/watch?v=wbLrYcUPva4 Towards Zero Latency Photonic Switching 66
https://www.youtube.com/watch?v=hjfwDJBrZME Vowpal Wabbit 43
https://www.youtube.com/watch?v=unx88hLvXEc Deep Learning for Text Processing 98
https://www.youtube.com/watch?v=EIp5KKI-cp8 CodaLab for Data-Driven Research – Welcome, CodaLab in Action, and Hands-on 9
https://www.youtube.com/watch?v=2SsLoIDjNsc Safe TypeScript: Safe and Efficient Gradual Typing for TypeScript 31
https://www.youtube.com/watch?v=U0ohWyqd4yE CodaLab for Data-Driven Research – Theme Roundtables 8
https://www.youtube.com/watch?v=09x0xaDrVZ0 Challenges in Geo-Distributed Data Center and Application Design 21
https://www.youtube.com/watch?v=9htLY-aSiEY Transforming Education via Research 36
https://www.youtube.com/watch?v=YynIJ-g2HAs TouchDevelop: Create Rich Mobile Cloud Apps on Your Device 33
https://www.youtube.com/watch?v=WS7qcCtQr2E Market-Oriented Cloud Computing and Big Data Applications 19
https://www.youtube.com/watch?v=qAXCB-MxyeA Lab of Things: An Internet of Things Research Platform 52
https://www.youtube.com/watch?v=wHVpNax2nDI Challenges of Computational Hydrology and the Potential Community Empowerment 12
https://www.youtube.com/watch?v=4jsztkWshA0 Keynote: Fast History and Innovation 30
https://www.youtube.com/watch?v=05TR5RIb990 Keynote: ALMA, Chile, and the new challenges facing astronomy at the beginning of the 21st Century 19
https://www.youtube.com/watch?v=n25pvP_r5cw Keynote: An Overview of the Microsoft Research Advanced Technology Labs 33
https://www.youtube.com/watch?v=jbo4JTpzhtE Device-Oriented Research 20
https://www.youtube.com/watch?v=u7vPJcQIAMg Deploying Machine Learning Algorithms – Predicting Risk of Readmission for Congestive Heart Failure 51
https://www.youtube.com/watch?v=kdr9V0An9uM Plenary Panel on Disaster Preparedness 20
https://www.youtube.com/watch?v=PPh05ZtQFyk Keynote: Big Data and Enterprise Analytics 27
https://www.youtube.com/watch?v=GakRzKo0Evw Rethinking Machine Learning In The 21st Century: From Optimization To Equilibration 52
https://www.youtube.com/watch?v=nrSdd4v9sDM Single Page Apps with Ember.js 65
https://www.youtube.com/watch?v=iUN4pPKhFZU Keynote: Transforming Education Through Technology 19
https://www.youtube.com/watch?v=OHaSu47XjvE Eye Movements in Biometrics and Human Computer Interaction 31
https://www.youtube.com/watch?v=Ax1Kw9LUHbg Data Science 44
https://www.youtube.com/watch?v=mip7-t83GiI Astronomy and Visualizations 40
https://www.youtube.com/watch?v=ZY43HCYjbZA Big Data and Machine Learning 62
https://www.youtube.com/watch?v=54mhgiEsgLY Max-Violation Perceptron and Forced Decoding for Scalable MT Training 20
https://www.youtube.com/watch?v=wgfZNQIl-PY Familiarity Does Not Breed Contempt: Diversity, Discrimination and Generosity in Delhi Schools 48
https://www.youtube.com/watch?v=niCycafXkw4 Impact of Computer Science Research on Science, Technology, and Society 89
https://www.youtube.com/watch?v=Fpox_IzbVuA Python+Machine Learning tutorial – Data munging for predictive modeling with pandas and scikit-learn 288
https://www.youtube.com/watch?v=GmiiNtUwuZo Symposium: Deep Learning – Xiaogang Wang 93
https://www.youtube.com/watch?v=26_OPg2mHBI Symposium: Deep Learning – Leon Gatys 134
https://www.youtube.com/watch?v=a6ScK7AeGlo Symposium: Brains, Minds and Machines – Surya Ganguli 60
https://www.youtube.com/watch?v=rafnLSdHDzk Posner Lecture: Probabilistic Machine Learning – Foundations and Frontiers 55
https://www.youtube.com/watch?v=FrYORVXvW2A Invited Talk: Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer 46
https://www.youtube.com/watch?v=J-GOkwiwg4c Tutorial: High-Performance Hardware for Machine Learning 92
https://www.youtube.com/watch?v=jQRzV4O6Ptk Making Sense of Temporal Queries with Interactive Visualization 44
https://www.youtube.com/watch?v=ZwvWY9Yy76Q Oral Session: End-To-End Memory Networks 37
https://www.youtube.com/watch?v=PK2Vl9H84NY Coalescence in Branching Trees and Branching Random Walks 47
https://www.youtube.com/watch?v=PB7b-a0kC4c Oral Session: Deep Visual Analogy-Making 53
https://www.youtube.com/watch?v=DOZPhgWksiA Panel Discussion: The State of Audio Education in the Pacific Northwest 37
https://www.youtube.com/watch?v=1wPFEj1ZHRQ Panel: Progress in AI: Myths, Realities, and Aspirations 326
https://www.youtube.com/watch?v=wbbk8otxGos Juggling the Effects of Latency: Motion Prediction Approaches to Reducing Latency in Dynamic Project 220
https://www.youtube.com/watch?v=VT6QAwcFUH0 Panel 3: Measuring Content: Evaluation, Metrics and Measuring Impact 43
https://www.youtube.com/watch?v=B-UwDnN_3-Q Hackathon: Eye Gaze Wheelchair 102
https://www.youtube.com/watch?v=CmvWIy6l1Fg How to Write a Great Research Paper 182
https://www.youtube.com/watch?v=rbxGFvsrr2w DNA Join circuit 191
https://www.youtube.com/watch?v=icwPLpp6Ft0 Bing Code Search Add-in for Visual Studio 2013 142
https://www.youtube.com/watch?v=ggqnxyjaKe4 Tutorial: Introduction to Reinforcement Learning with Function Approximation 274
https://www.youtube.com/watch?v=CLSy5WlaWKc Tutorial: Deep Learning 470
https://www.youtube.com/watch?v=Xr9uXCYrCoU Tutorial: Monte Carlo Inference Methods 147
https://www.youtube.com/watch?v=xJDThQJzZpQ Tutorial: Large-Scale Distributed Systems for Training Neural Networks 162



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