Admin |

Instance-Optimal Estimation with Multiple LLM Judges on a Budget

Mon, 25 May 2026 00:00:00 +0000

Cumulative Distribution Regret Minimization with Max- Quantile Threshold in Multi-Armed Bandit

Fri, 22 May 2026 00:00:00 +0000

Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Bandits

Thu, 21 May 2026 00:00:00 +0000

GL-LowPopArt: A Nearly Instance-Wise Minimax-Optimal Estimator for Generalized Low-Rank Trace Regression

Sat, 02 May 2026 00:00:00 +0000

Near-Optimal Clustering in Mixture of Markov Chains

Sat, 02 May 2026 00:00:00 +0000

TESSAR: Geometry-Aware Active Regression via Dynamic Voronoi Tessellation

Thu, 23 Apr 2026 00:00:00 +0000

Provably Efficient Regularized Online RLHF with Generalized Bilinear Preferences

Sun, 22 Feb 2026 00:00:00 +0000

A Jointly Efficient and Optimal Algorithm for Heteroskedastic Generalized Linear Bandits with Adversarial Corruptions

Thu, 12 Feb 2026 00:00:00 +0000

Learning to Reason in LLMs by Expectation Maximization

Tue, 23 Dec 2025 00:00:00 +0000

Preliminary Empirical Study of Low-Rank, Hierarchical Gaussian Linear Bandits

Tue, 16 Dec 2025 00:00:00 +0000

AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners

Thu, 22 May 2025 00:00:00 +0000

Probability-Flow ODE in Infinite-Dimensional Function Spaces

Fri, 07 Mar 2025 00:00:00 +0000

FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL

Fri, 11 Oct 2024 00:00:00 +0000

On the Estimation of Linear Softmax Parametrized Markov Chains

Wed, 26 Jun 2024 00:00:00 +0000

A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits

Wed, 19 Jun 2024 00:00:00 +0000

Gradient Descent with Polyak's Momentum Finds Flatter Minima via Large Catapults

Mon, 17 Jun 2024 00:00:00 +0000

Previous title: Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study

Querying Easily Flip-flopped Samples for Deep Active Learning

Tue, 07 May 2024 00:00:00 +0000

(To be filled out)

Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion

Sat, 20 Jan 2024 00:00:00 +0000

Empirical Analyses of Corruption in the Clustering of Block MDPs

Fri, 19 Jan 2024 00:00:00 +0000

On the Estimation of Linear Softmax Parametrized Probability Distributions

Wed, 20 Dec 2023 00:00:00 +0000

Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint

Sun, 10 Dec 2023 00:00:00 +0000

(To be filled out)

Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks

Mon, 30 Oct 2023 00:00:00 +0000

Nearly Optimal Latent State Decoding in Block MDPs

Thu, 27 Apr 2023 00:00:00 +0000

(To be filled out)

Preliminary Empirical Analyses of Clustering in Block MDPs

Tue, 20 Dec 2022 00:00:00 +0000

(To be filled out)

A Statistical Analysis of Stochastic Gradient Noises for GNNs

Thu, 30 Jun 2022 00:00:00 +0000

(To be filled out)

Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold

Tue, 22 Feb 2022 00:00:00 +0000

(To be filled out)

Preliminary Evaluation of SWAY in Permutation Decision Space via a Novel Euclidean Embedding

Wed, 29 Sep 2021 00:00:00 +0000

(To be filled out)

Some Loci in the Animation of a Sangaku Diagram

Wed, 18 May 2016 00:00:00 +0000

(To be filled out)