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Papers
A Distribution Testing Approach to Clustering Distributions
COLT 2026
Algorithm Design and Stronger Guarantees for the Improving Multi-Armed Bandits Problem
UAI 2026
A Quasi-Polynomial Time Mean Estimator Under Mean-Shift Contamination with Unknown Covariance
COLT 2026
Best Arm Identification with Minimal Regret
JMLR 2026
Bridging Lifelong and Multi-Task Representation Learning: An Algorithm and a Complexity Measure
ALT 2026
Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases (Extended Abstract)
COLT 2026
Causal Discovery in Action: Learning Chain-Reaction Mechanisms from Interventions
CLeaR 2026
Cloning is as Hard as Learning for Stabilizer States
COLT 2026
Closeness testing from distributed measurements
ALT 2026
Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization
ALT 2026
Constrained Best Arm Identification with Tests for Feasibility
AAAI 2026
Data Augmentation: A Fourier Analysis Perspective
COLT 2026
Decentralized Non-convex Stochastic Optimization with Heterogeneous Variance
AAAI 2026
Density estimation for Hellinger via minimum-distance estimators: mixtures of Gaussians, log-concave, and more
COLT 2026
Differentially Private Best-Arm Identification
JMLR 2026
Dimension Reduction via Sum-of-Squares and Improved Clustering Algorithms for Non-Spherical Mixtures
COLT 2026
Efficient and Provable Algorithms for Covariate Shift
ALT 2026
Efficient Learning and Symmetry Discovery under Exact Invariances
COLT 2026
Estimating Ising Models in Total Variation Distance
COLT 2026
Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups
AAAI 2026
Fast algorithms for learning a Gaussian under halfspace truncation with optimal sample complexity
COLT 2026
Finite Sample Bounds for Learning with Score Matching
COLT 2026
Group-realizable multi-group learning by minimizing empirical risk
ALT 2026
High-Dimensional Gaussian Mean Estimation under Realizable Contamination
COLT 2026
How fast can you find a good hypothesis?
COLT 2026