MJ
Michael I. Jordan
cs.LGstat.MLmath.OCstat.MEmath.STstat.THcs.AIcs.GTcs.DScs.DC
On Valency
published · living versionsW_twun7uez·v1 · currentpublished
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox
with Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez, Haoyuan Li +3
1 version
Preprints & journals
529 papers in the corpus · 1991–2026Understanding In-context Learning of Addition via Activation Subspaces2505.05145v4 · Xinyan Hu, Kayo Yin, Michael I. Jordan et al.2025 · 0 citationsarXiv
Instance-Log-Optimality of Portfolio-Based E-Processes and their Sequential Hypothesis Tests2504.02818v2 · Ian Waudby-Smith, Ricardo J. Sandoval, Michael I. Jordan2025 · 0 citationsarXiv
Local Exchangeability1906.09507v5 · Trevor Campbell, Saifuddin Syed, Chiao-Yu Yang et al.2019 · 2 citationsBernoulli 29(3): 2084-2100
On the Convergence Rate of Decomposable Submodular Function Minimization1406.6474v3 · Robert Nishihara, Stefanie Jegelka, Michael I. Jordan2014 · 14 citationsNeural Information Processing Systems 27, 2014
A General Analysis of the Convergence of ADMM1502.02009v3 · Robert Nishihara, Laurent Lessard, Benjamin Recht et al.2015 · 147 citationsInternational Conference on Machine Learning 32, 2015
High-Dimensional Continuous Control Using Generalized Advantage Estimation1506.02438v6 · John Schulman, Philipp Moritz, Sergey Levine et al.2015 · 1,817 citationsarXiv
A Linearly-Convergent Stochastic L-BFGS Algorithm1508.02087v2 · Philipp Moritz, Robert Nishihara, Michael I. Jordan2015 · 171 citationsarXiv
Breaking Locality Accelerates Block Gauss-Seidel1701.03863v2 · Stephen Tu, Shivaram Venkataraman, Ashia C. Wilson et al.2017 · 10 citationsarXiv
Understanding the Acceleration Phenomenon via High-Resolution Differential Equations1810.08907v3 · Bin Shi, Simon S. Du, Michael I. Jordan et al.2018 · 216 citationsarXiv
A Dynamical Systems Perspective on Nesterov Acceleration1905.07436v1 · Michael Muehlebach, Michael I. Jordan2019 · 53 citationsarXiv
Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation2606.04665v1 · Kaichao You, Ximei Wang, Mingsheng Long et al.2026 · 74 citationsarXiv
Explicit Second-Order Min-Max Optimization: Practical Algorithms and Complexity Analysis2210.12860v8 · Tianyi Lin, Panayotis Mertikopoulos, Michael I. Jordan2022 · 1 citationarXiv
AutoEval Done Right: Using Synthetic Data for Model Evaluation2403.07008v3 · Pierre Boyeau, Anastasios N. Angelopoulos, Nir Yosef et al.2024 · 1 citationarXiv
Conditional Coverage Diagnostics for Conformal Prediction2512.11779v2 · Sacha Braun, David Holzmuller, Michael I. Jordan et al.2025 · 1 citationarXiv
Adaptive Coverage Policies in Conformal Prediction2510.04318v2 · Etienne Gauthier, Francis Bach, Michael I. Jordan2025 · 0 citationsarXiv
Minimum Volume Conformal Sets for Multivariate Regression2503.19068v2 · Sacha Braun, Liviu Aolaritei, Michael I. Jordan et al.2025 · 0 citationsarXiv
Data-Driven Influence Functions for Optimization-Based Causal Inference2208.13701v5 · Michael I. Jordan, Yixin Wang, Angela Zhou2022 · 0 citationsarXiv
Structured Matrix Scaling for Multi-Class Calibration2511.03685v2 · Eugene Berta, David Holzmuller, Michael I. Jordan et al.2025 · 0 citationsarXiv
Online Decision-Focused Learning2505.13564v3 · Aymeric Capitaine, Maxime Haddouche, Eric Moulines et al.2025 · 0 citationsarXiv
A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design2210.10278v2 · Rui Ai, Boxiang Lyu, Zhaoran Wang et al.2022 · 0 citationsarXiv
The Sample Complexity of Online Reinforcement Learning: A Multi-model Perspective2501.15910v3 · Michael Muehlebach, Zhiyu He, Michael I. Jordan2025 · 0 citationsarXiv
Stopping Rules for Stochastic Gradient Descent via Anytime-Valid Confidence Sequences2512.13123v5 · Liviu Aolaritei, Michael I. Jordan2025 · 0 citationsarXiv
Locally Adaptive Multi-Objective Learning2602.14952v1 · Jivat Neet Kaur, Isaac Gibbs, Michael I. Jordan2026 · 0 citationsarXiv
Backward Conformal Prediction2505.13732v5 · Etienne Gauthier, Francis Bach, Michael I. Jordan2025 · 0 citationsarXiv
Stochastic Optimization with Optimal Importance Sampling2504.03560v3 · Liviu Aolaritei, Bart P.G. Van Parys, Henry Lam et al.2025 · 0 citationsarXiv
Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers2506.10887v4 · Yixiao Huang, Hanlin Zhu, Tianyu Guo et al.2025 · 0 citationsarXiv
A Control-Theoretic Perspective on Optimal High-Order Optimization1912.07168v5 · Tianyi Lin, Michael. I. Jordan2019 · 35 citationsarXiv
Mitigating Bias in Spatial Transcriptomic Pipelines via Human Feedback10.64898/2026.01.15.699786v1 · Boyeau, P., Bates, S., Ergen, C. et al.2026 · 0 citationsbioRxiv
Accelerated first-order optimization under nonlinear constraints.41527549 · Muehlebach, Michael, Jordan, Michael I2026 · 1 citationMathematical programming. 2026;215(1-2):407-452
A Collectivist, Economic Perspective on AI2507.06268v3 · Michael I. Jordan2025 · 1 citationarXiv
On Three-Layer Data Markets2402.09697v4 · Alireza Fallah, Michael I. Jordan, Ali Makhdoumi et al.2024 · 5 citationsarXiv
Deep generative modeling of sample-level heterogeneity in single-cell genomics.41083897 · Boyeau, Pierre, Hong, Justin, Gayoso, Adam et al.2025 · 55 citationsNature methods. 2025;22(11):2264-2274
Last-Iterate Convergence of Adaptive Riemannian Gradient Descent for Equilibrium Computation2306.16617v2 · Yang Cai, Michael I. Jordan, Tianyi Lin et al.2023 · 0 citationsarXiv
Cross-Validated Causal Inference: a Modern Method to Combine Experimental and Observational Data2511.00727v1 · Xuelin Yang, Licong Lin, Susan Athey et al.2025 · 0 citationsarXiv
Safety versus performance: How multi-objective learning reduces barriers to market entry.41091760 · Jagadeesan, Meena, Jordan, Michael I, Steinhardt, Jacob2025 · 1 citationProceedings of the National Academy of Sciences of the United States of America. 2025;122(42):e2510004122
Online Decision-Making in Tree-Like Multi-Agent Games with Transfers2501.19388v3 · Antoine Scheid, Etienne Boursier, Alain Durmus et al.2025 · 1 citationarXiv
Marketplace Operators Can Induce Competitive Pricing2503.06582v2 · Tiffany Ding, Dominique Perrault-Joncas, Orit Ronen et al.2025 · 0 citationsarXiv
Transfer Q-learning2202.04709v2 · Elynn Chen, Sai Li, Michael I. Jordan2022 · 1 citationThe Electronic Journal of Statistics, 2025
Prediction-Aware Learning in Multi-Agent Systems2501.19144v2 · Aymeric Capitaine, Etienne Boursier, Eric Moulines et al.2025 · 0 citationsarXiv
QuTE: decentralized multiple testing on sensor networks with false discovery rate control2210.04334v2 · Aaditya Ramdas, Jianbo Chen, Martin J. Wainwright et al.2022 · 7 citationsarXiv
Revisiting mean estimation over $\ell_p$ balls: Is the MLE optimal?2506.10354v2 · Liviu Aolaritei, Michael I. Jordan, Reese Pathak et al.2025 · 0 citationsarXiv
Rethinking Early Stopping: Refine, Then Calibrate2501.19195v2 · Eugene Berta, David Holzmuller, Michael I. Jordan et al.2025 · 0 citationsarXiv
Valid Selection among Conformal Sets2506.20173v1 · Mahmoud Hegazy, Liviu Aolaritei, Michael I. Jordan et al.2025 · 0 citationsarXiv
Sample Complexity and Representation Ability of Test-time Scaling Paradigms2506.05295v2 · Baihe Huang, Shanda Li, Tianhao Wu et al.2025 · 0 citationsarXiv
Phylogenetic molecular function annotation.20664722 · Engelhardt, Barbara E, Jordan, Michael I, Repo, Susanna T et al.2025 · 17 citationsJournal of physics. Conference series. 2009;180(1):12024
How Do LLMs Perform Two-Hop Reasoning in Context?2502.13913v2 · Tianyu Guo, Hanlin Zhu, Ruiqi Zhang et al.2025 · 0 citationsarXiv
Statistical Collusion by Collectives on Learning Platforms2502.04879v3 · Etienne Gauthier, Francis Bach, Michael I. Jordan2025 · 0 citationsarXiv
Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations2502.14105v2 · Liviu Aolaritei, Zheyu Oliver Wang, Julie Zhu et al.2025 · 0 citationsarXiv
A Quadratic Speedup in Finding Nash Equilibria of Quantum Zero-Sum Games2311.10859v2 · Francisca Vasconcelos, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Panayotis Mertikopoulos et al.2023 · 0 citationsQuantum 9, 1737 (2025)
E-Values Expand the Scope of Conformal Prediction2503.13050v3 · Etienne Gauthier, Francis Bach, Michael I. Jordan2025 · 0 citationsarXiv
Career total: 1071 works. 529 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.