Christopher Musco -- Leverage scores, Christoffel functions, and applications of RandNLA beyond NLA Published 2019-10-03 Download video MP4 360p Download video MP4 720p Recommendations 43:35 Ioannis Koutis -- Pragmatic Ridge Spectral Sparsification for Large-Scale Graph Learning 35:11 Is the Future of Linear Algebra.. Random? 55:06 1W-MINDS: Oct 5, Christopher Musco: Robust Active Learning via Leverage Score Sampling 40:25 Learn Statistical Regression in 40 mins! My best video ever. Legit. 18:54 Should You Be Afraid Of AI?: Yann LeCun And AI Experts On How We Should Control AI 40:08 The Most Important Algorithm in Machine Learning 17:42 Twin Prime Conjecture - Numberphile 11:35 What Is Mathematical Optimization? 15:11 Bayes theorem, the geometry of changing beliefs 34:23 Nick Fischer - Faster Sublinear-Time Edit Distance 1:03:05 A Path Towards Autonomous Machine Intelligence with Dr. Yann LeCun 1:00:49 The Art of Code - Dylan Beattie 1:03:39 Anne Driemel - Data Structures for Fréchet Queries (Part 1 of tutorial) 47:27 Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering 59:43 Dirac's belt trick, Topology, and Spin ½ particles 37:32 David P. Woodruff - Recovery from Non-Decomposable Distance Oracles 21:50 What is a Monad? - Computerphile 29:42 Fibonacci Heaps or "How to invent an extremely clever data structure" 1:00:43 Jim Simons (full length interview) - Numberphile 1:12:48 Tomasz Kociumaka - Dynamic Algorithms for Edit Distance - Part II Similar videos 49:07 Christopher Musco @ Theory Lunch 32:16 Reconstructing Continuous Signals via Leverage Score Sampling 1:00:12 Talk by Cameron Musco (University of Massachusetts Amherst) 28:03 Leverage Scores, the Column Subset Selection Problem, and Least squares Problems, Petros Drineas 33:32 Shannon McCurdy -- Ridge Regression and Deterministic Ridge Leverage Score Sampling 52:26 Leverage Scores in Large-Scale Machine Learning and Data Analysis 27:03 Leverage scores: Sensitivity and an App; Ilse Ipsen 20:04 L1 Regression with Lewis Weights Subsampling 29:09 Recent Advances in Positive Semidefinite Matrix Approximation 45:22 Cameron Musco -- Sample Efficient Toeplitz Covariance Estimation 15:04 DFS PGA Tiers Leverage Score and Strategy 32:29 Instance Optimal Iterative Methods for Matrix Function Approximation 1:08:06 Federico Vigolo - Expander graphs (Lecture 1) 46:45 David Woodruff -- Tight Bounds for L1 Oblivious Subspace Embeddings 1:04:10 Sketching for Linear Algebra III: Randomized Hadamard, Kernel Methods 1:01:53 L_p Row Sampling by Lewis Weights 26:47 Los Angeles Sheriff Offficer Involved Shooting of Christopher Lee Mosco More results