Channel Avatar

ASA Statistical Learning and Data Science @UCKDcDYMXgKijTo-GrmF7THQ@youtube.com

502 subscribers - no pronouns set

More from this channel (soon)


58:02
Andrej Risteski: The statistical cost of score-based losses
59:50
Bin Yu: Why Veridical Data Science? And How?
59:26
Mladen Kolar: Adaptive Stochastic Optimization with Constraints
01:05:53
Andrew Gelman: Learning from mistakes
53:30
Weijie Su: A Regression Approach to Peer Review in NeurIPS/ICML
01:11:03
Glen Wright Colopy: The Pareto Principle in Data Science: Maximizing Value and Efficiency
01:08:01
Mengye Ren: Lifelong Learning in Structured Environments
53:17
Krishna Balasubramanian: Optimization-based analysis of sampling algorithms
59:11
Jiashun Jin: The statistics triangle
55:27
Lucas Janson: Exact Conditional Independence Testing and Conformal Inference
47:21
Hongtu Zhu: Statistical Learning Methods for Neuroimaging Data Analysis with Applications
01:01:13
Rina Foygel Barber: Stability of black-box algorithms
01:09:04
Qiqi Deng: A Brief introduction for drug development and how biostatistician can contribute
51:41
Jason Klusowski: Pointwise Behavior of Recursive Partitioning
50:22
Rui Song: On causal decision making
01:07:44
George Michailidis: Statistical models for mixed frequency data in forecasting economic indicators
50:54
Hui Zou: Sparse Convoluted Rank Regression in High Dimensions
01:27:09
Barbara Day: How to conduct a successful job search and negotiate your best offer
57:04
Ryan Tibshirani: Delphi's Epidata Project
58:41
Anderson Ye Zhang: Spectral Clustering
01:05:57
Linglong Kong: Exploration and Optimization in Deep Reinforcement Learning
58:25
Xuan Bi: Data privacy
01:21:42
Zhenyu Zhao: From Experimentation to Causal Learning
56:00
Brian Williamson: Inference and machine learning
57:02
Quanquan Gu: Benign Overfitting in Two-layer Convolutional Neural Networks
01:05:46
Lisa Strug: Genome Data Science: Towards understanding GWAS loci
58:50
Sergiy Nesterko: Production Data Science in industry: computational methods & opportunities