| Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement | Aug 19, 2024 | Federated LearningLEMMA | CodeCode Available | 0 |
| Efficient Reinforcement Learning in Probabilistic Reward Machines | Aug 19, 2024 | LEMMAreinforcement-learning | —Unverified | 0 |
| A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits | Jul 19, 2024 | LEMMA | CodeCode Available | 0 |
| A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems | Jul 17, 2024 | FairnessLEMMA | CodeCode Available | 0 |
| Adaptive Event-triggered Control with Sampled Transmitted Output and Controller Dynamics | Jul 16, 2024 | LEMMA | —Unverified | 0 |
| FedsLLM: Federated Split Learning for Large Language Models over Communication Networks | Jul 12, 2024 | LEMMA | —Unverified | 0 |
| Adaptive Backstepping and Non-singular Sliding Mode Control for Quadrotor UAVs with Unknown Time-varying Uncertainties | Jul 9, 2024 | LEMMAPosition | —Unverified | 0 |
| PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods | Jul 9, 2024 | Information RetrievalLEMMA | CodeCode Available | 7 |
| Augmented Bayesian Policy Search | Jul 5, 2024 | Bayesian OptimizationLEMMA | —Unverified | 0 |
| Graphon Particle Systems, Part II: Dynamics of Distributed Stochastic Continuum Optimization | Jul 3, 2024 | Distributed OptimizationLEMMA | —Unverified | 0 |
| Superconstant Inapproximability of Decision Tree Learning | Jul 1, 2024 | LEMMAPAC learning | —Unverified | 0 |
| To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models | Jun 28, 2024 | ClusteringLEMMA | —Unverified | 0 |
| An Optimal Tightness Bound for the Simulation Lemma | Jun 24, 2024 | LEMMAValue prediction | —Unverified | 0 |
| Background results for robust minmax control of linear dynamical systems | Jun 21, 2024 | LEMMA | —Unverified | 0 |
| Discrete-Time Conewise Linear Systems with Finitely Many Switches | Jun 18, 2024 | LEMMA | —Unverified | 0 |
| Frequency-Domain Data-Driven Predictive Control | Jun 18, 2024 | LEMMATime Series | —Unverified | 0 |
| e-COP : Episodic Constrained Optimization of Policies | Jun 13, 2024 | LEMMAreinforcement-learning | —Unverified | 0 |
| A Generalized Version of Chung's Lemma and its Applications | Jun 9, 2024 | LEMMAStochastic Optimization | —Unverified | 0 |
| LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis | Jun 8, 2024 | LEMMA | —Unverified | 0 |
| Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians | Jun 6, 2024 | Bayesian InferenceLEMMA | —Unverified | 0 |
| An overview of systems-theoretic guarantees in data-driven model predictive control | Jun 6, 2024 | LEMMAModel Predictive Control | —Unverified | 0 |
| RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation | Jun 3, 2024 | LEMMAOff-policy evaluation | —Unverified | 0 |
| Learning on Large Graphs using Intersecting Communities | May 31, 2024 | Graph LearningLEMMA | CodeCode Available | 0 |
| Training-efficient density quantum machine learning | May 30, 2024 | LEMMAMixture-of-Experts | —Unverified | 0 |
| Laurel: Unblocking Automated Verification with Large Language Models | May 27, 2024 | LEMMA | —Unverified | 0 |