Michael I. Jordan
Michael I. Jordan
Professor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley
Verified email at cs.berkeley.edu - Homepage
Title
Cited by
Year
Multi-Source Causal Inference Using Control Variates
W Guo, S Wang, P Ding, Y Wang, MI Jordan
arXiv preprint arXiv:2103.16689, 2021
2021
On the stability of nonlinear receding horizon control: a geometric perspective
T Westenbroek, M Simchowitz, MI Jordan, SS Sastry
arXiv preprint arXiv:2103.15010, 2021
2021
Bacteriophage-derived nanopore sensors
P Guo, Z Ji, L Jayasinghe, M Jordan
US Patent App. 16/967,560, 2021
2021
A Variational Inequality Approach to Bayesian Regression Games
W Guo, MI Jordan, T Lin
arXiv preprint arXiv:2103.13509, 2021
2021
Interleaving Computational and Inferential Thinking in an Undergraduate Data Science Curriculum
A Adhikari, J DeNero, MI Jordan
PubPub, 2021
2021
Efficient methods for structured nonconvex-nonconcave min-max optimization
J Diakonikolas, C Daskalakis, M Jordan
International Conference on Artificial Intelligence and Statistics, 2746-2754, 2021
62021
On projection robust optimal transport: Sample complexity and model misspecification
T Lin, Z Zheng, E Chen, M Cuturi, M Jordan
International Conference on Artificial Intelligence and Statistics, 262-270, 2021
42021
Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data
E Rolf, T Worledge, B Recht, MI Jordan
arXiv preprint arXiv:2103.03399, 2021
2021
On Nonconvex Optimization for Machine Learning: Gradients, Stochasticity, and Saddle Points
C Jin, P Netrapalli, R Ge, SM Kakade, MI Jordan
Journal of the ACM (JACM) 68 (2), 1-29, 2021
2021
Interleaving Computational and Inferential Thinking: Data Science for Undergraduates at Berkeley
A Adhikari, J DeNero, MI Jordan
arXiv preprint arXiv:2102.09391, 2021
2021
Multi-Stage Decentralized Matching Markets: Uncertain Preferences and Strategic Behaviors
X Dai, MI Jordan
arXiv preprint arXiv:2102.06988, 2021
2021
Private Prediction Sets
AN Angelopoulos, S Bates, T Zrnic, MI Jordan
arXiv preprint arXiv:2102.06202, 2021
2021
Asynchronous Online Testing of Multiple Hypotheses
T Zrnic, A Ramdas, MI Jordan
Journal of Machine Learning Research 22 (33), 1-39, 2021
2021
High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm
W Mou, YA Ma, MJ Wainwright, PL Bartlett, MI Jordan
Journal of Machine Learning Research 22 (42), 1-41, 2021
2021
Distribution-Free, Risk-Controlling Prediction Sets
S Bates, A Angelopoulos, L Lei, J Malik, MI Jordan
arXiv preprint arXiv:2101.02703, 2021
22021
Optimization with momentum: Dynamical, control-theoretic, and symplectic perspectives
M Muehlebach, MI Jordan
Journal of Machine Learning Research 22 (73), 1-50, 2021
72021
Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models
C Xu, R Lopez, E Mehlman, J Regier, MI Jordan, N Yosef
Molecular systems biology 17 (1), e9620, 2021
222021
Stochastic Approximation for Online Tensorial Independent Component Analysis
CJ Li, MI Jordan
arXiv preprint arXiv:2012.14415, 2020
2020
Online Learning Demands in Max-min Fairness
K Kandasamy, GE Sela, JE Gonzalez, MI Jordan, I Stoica
arXiv preprint arXiv:2012.08648, 2020
2020
High Confidence Sets for Trajectories of Stochastic Time-Varying Nonlinear Systems
E Mazumdar, T Westenbroek, MI Jordan, SS Sastry
2020 59th IEEE Conference on Decision and Control (CDC), 4275-4280, 2020
2020
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