Robustness and Strategic Concerns in Machine Learning - Yu Cheng Published 2019-09-24 Download video MP4 360p Download video MP4 720p Recommendations 15:38 A program for classifying transitive Anosov diffeomorphisms - Clark Butler 57:56 Toy Models | Tadashi Tokieda 1:07:19 The Epistemology of Deep Learning - Yann LeCun 23:47 Gaussian Processes 1:13:56 What We Know and Don't Know about Dark Matter - Neal Weiner 1:02:51 Fundamental Physics in the Twenty-first Century | Nima Arkani-Hamed 1:03:43 CU AI for Science Seminar - Dr. Stefano Ermon on Diffusion Models for Scientific Discovery 1:23:35 AdS/CFT Correspondence, Part 1 - Juan Maldacena 59:31 Curves of genus one - Andrew Wiles 1:00:55 Locally symmetric spaces and torsion classes - Ana Caraiani 42:09 Diffusion Models for Inverse Problems 50:20 Princeton's William Happer rebuts myth of carbon pollution 16:11 Why we get defensive—and how to stop | Khailing Neoh | TEDxUnity Park 1:05:46 Paper Club with Ben - Score-Based Generative Modeling Through Stochastic Differential Equations 1:40:32 Where in the World are SUSY & WIMPS? - Nima Arkani-Hamed 50:13 Minerva Lectures 2013 - Terence Tao Talk 1: Sets with few ordinary lines 1:27:36 Introduction to Plasma Physics I: Magnetohydrodynamics - Matthew Kunz 47:04 TRUST AI | GP GOMEA Webinar 32:12 David MacMillan's Nobel Prize lecture in chemistry 15:51 On torsion in the cohomology of Shimura varieties - Ana Caraiani Similar videos 44:13 Designing Fast and Robust Learning Algorithms - Yu Cheng 30:31 Yu Cheng: Towards data efficient vision-language (VL) models 20:42 Probabilistic Methods for Increased Robustness in Machine Learning - Jose Miguel Hernandez Lobato 53:08 Tom Radcliffe - Robust Algorithms for Machine Learning 1:11:04 Stanford Fireside Talks: Robustness in Machine Learning I Robust Machine Learning 59:43 Recent Progress in Adversarial Robustness of AI Models: Attacks, Defenses, and Certification 56:08 Towards Reliable Machine Learning via Distributional Robustness 57:19 May 13, 2020: Gautam Kamath - Robustness in unsupervised and supervised machine learning 47:14 The Robustness Problem 05:56 Research talk: Towards data-efficient machine learning with meta-learning 35:39 A law of robustness for neural networks 38:15 Stephen Whitworth - Building robust machine learning systems 27:03 Data @scale Seattle - Yucheng Low 12:54 Robustness in Statistics 04:57 On the Robustness and Generalizability of Face Synthesis Detection Methods (Sabel and Johansson) 16:12 Making Machine Learning Robust Against Adversarial Inputs 14:08 AI2: Safety and Robustness Certification of Neural Networks 1:30:52 Frontiers in Machine Learning: Machine Learning Reliability and Robustness 30:47 Machine Learning Robustness Study: Building Out an Increasingly Diverse Dataset More results