| 1 | Counting on Dummies: Privacy Amplification with Observable Counts and Truncated Batches | Vitaly Feldman, Audra McMillan, Kunal Talwar | cs.LG | 2026-10-30 |
| 2 | Hyperbolic Inverse Reinforcement Learning | Iulia Rusu, Anoop Praturu, Sergei Gepshtein +1 | cs.LG | 2026-10-30 |
| 3 | Towards Understanding the Impact of Plasticity Loss on Reinforcement Learning in Stochastic Environments | Philipp Bordne, André Biedenkapp | cs.LG | 2026-10-30 |
| #4 | Exact Theory and Optimal Stepsizes for Stochastic Gradient Descent in Smooth Convex Minimization | Benjamin Grimmer, Qining Shen | math.OC | 2026-10-30 |
| #5 | Near-Optimal Second-Order Convex Finite-Sum Optimization under Individual Smoothness | Xinliang Zhang, Lesi Chen, Zonghan Li +1 | math.OC | 2026-10-30 |
| #6 | When Is a Game a Markov Decision Process? Correspondences Between Game Theory and Reinforcement Learning | Eduardo C. Garrido-Merchán | cs.GT | 2026-10-30 |
| #7 | Optimizing Stochastic Policy Geometry for Few-Step Flow Reinforcement Learning | Zhuguanyu Wu, Congjia Chen, Ruihao Gong +4 | cs.AI | 2026-10-30 |
| #8 | Variance Reduction for Decentralized Stochastic Optimization with Multiple Local Updates | Jie Liu, Nicola Bastianello, Wenying Xu +1 | math.OC | 2026-10-30 |
| #9 | Leveraging Quantum Measurement Randomness for Shot-Efficient Diffusion Models | Tianhao Guo, Dianxin Zheng, Yuhua Qian +4 | quant-ph | 2026-10-30 |
| #10 | TSBPO: Tree-Structured Branching for Policy Optimization in Interactive Language Agents | Rui Yu, Chong Mu, Jinchuan Zhang | cs.AI | 2026-10-30 |
| #11 | Does Reasoning Make Language Models Agree? | Mila Gorecki, Moritz Hardt | cs.LG | 2026-10-30 |
| #12 | Risk-Sensitive Mission Planning for Multi-Target On-Orbit Inspection via Distributional Reinforcement Learning | Adam Abdin | cs.AI | 2026-10-30 |
| #13 | Chance-Constrained Inspection Viewpoint Sequencing for On-Orbit Servicing via Safe Reinforcement Learning | Chloé Carer, Adam Abdin | cs.AI | 2026-10-30 |
| #14 | Underdamped Stochastic Optimal Transport with Landauer boundary conditions: machine learning and analytical solution | Julia Sanders, Dario Lucente, Marco Baldovin +1 | cond-mat.stat-mech | 2026-10-30 |
| #15 | Improving the Optimization Landscape of Matrix Completion with $ε$-close Surrogates | Ziye Ma | cs.LG | 2026-10-30 |
| #16 | Conditional Neural SDEs for Financial Time-Series Generation | Sina Molavipour, Alireza M. Javid, Björn Löfdahl +1 | stat.ML | 2026-10-30 |
| #17 | DUGO: Dual-Scale Gaussian Memory for Online Temporal Action Localization in Egocentric Procedural Videos | Mohammed Aman Bhuiyan, Md. Sazzad Hossain Adib, Samiul Basir Bhuiyan +4 | cs.CV | 2026-10-30 |
| #18 | Riemannian Optimization on Unknown Manifolds via Stochastic Proximal Refinement | Ruixiang Wu, Jiahao Ai, Tinko Sebastian Bartels +5 | eess.SY | 2026-10-30 |
| #19 | Generated storm lifecycles fill the rare-event tail of short rainfall records | Valerie Tsao, Nathaniel W. Chaney, Manolis Veveakis +1 | cs.LG | 2026-10-30 |
| #20 | SPT-Flow: One Integration, Many Futures in Continuous-Time World Models | Mingyang Lyu, Yinqian Sun, Gongce Cao +5 | cs.LG | 2026-10-30 |
| #21 | ROSTrans: Empirically Benchmarking LLMs for ROS1-to-ROS2 Migration | Yichen Zhao, Minghao Shao, Zhuoyan Yu +4 | cs.SE | 2026-10-30 |
| #22 | Adaptive Scenario Generation for KL-DRO Around a Learned Density Model | Aron Brenner, Saurabh Amin | eess.SY | 2026-10-29 |
| #23 | On the Fundamental Limits of Prefill-Based Decoding Length Prediction | Haowen Shi, Xuzhe Yan, Fahao Chen +1 | cs.AI | 2026-10-29 |
| #24 | Learning developmental dynamics from lineage context | Gokul Gowri, Nic Fishman, William N. Colgan +10 | q-bio.QM | 2026-10-29 |
| #25 | Framework-Conditional Open Materials Generation | Maya M. Martirossyan, Hillary Pan, Philipp Höllmer +1 | cs.LG | 2026-10-29 |
| #26 | Latent Path Exploration via Potential-Guided Subtrajectory Balance | Xiaoling Zeng, Qi Zhang | cs.CL | 2026-10-29 |
| #27 | Escaping Path Mirages in Offline Goal-Conditioned Reinforcement Learning | Junhyeon Bae, Jaebak Hwang, Gwanwoo Choi +2 | cs.LG | 2026-10-29 |
| #28 | Coupled Guidance for Flow Matching | Mateo Clémente, Léo Maxime Brunswic, Rui Heng Yang +1 | cs.LG | 2026-10-29 |
| #29 | UPPAAi: Towards LLM-Assisted Modeling, Verification, Analysis and Synthesis | Peter Dolog, Kim G. Larsen, Marius Mikučionis +1 | cs.SE | 2026-10-29 |
| #30 | Accumulating Pruning Constraints: New Exact Polynomial-Space Algorithms for Max 2-SAT | Konstantin Kutzkov | cs.DS | 2026-10-29 |
| #31 | Observability-Aligned Evidential Masked Pretraining for Reliable VRU Motion Prediction | Shang Gao, Franz Götz-Hahn, Konrad Doll +1 | cs.LG | 2026-10-29 |
| #32 | When to spend privacy: optimal allocation in private learning | Umberto Biccari, Yongcun Song | cs.LG | 2026-10-29 |
| #33 | Implicit Bias of (Stochastic) Gradient Descent on Deep Linear Diagonal Networks | Wiebke Bartolomaeus, Holger Rauhut | cs.LG | 2026-10-29 |
| #34 | Adaptive Federated Optimization Across Smooth and Nonsmooth Regimes | Zimeng Wang, Ali Dadras, Alp Yurtsever | math.OC | 2026-10-29 |
| #35 | Formalizing the Intrinsic Dimension of Objective Landscapes by a Generalized Notion of Co-dimension | Ernesto Araya, Gitta Kutyniok, Weilin Li +2 | stat.ML | 2026-10-29 |
| #36 | Learning Kolmogorov Backward Operators for Spectral Analysis and Forecasting: A Data-Driven Variational Galerkin Framework | Yuanchao Xu, Claire Valva, Ben Gao +1 | math.DS | 2026-10-29 |
| #37 | Hidden Phase Transition in Single-Polymer Stretching under Elongational Flow | Aiqing Zhu, Fushuai Wang, Eleonore Vissol-Gaudin +2 | cond-mat.soft | 2026-10-29 |
| #38 | Conic-Lifting for Learning-rate-free Convex Optimization | Julien Grand-Clément, Joon Kwon, Francesco Orabona | math.OC | 2026-10-29 |
| #39 | DEG: Diffusion-Enhanced GFlowNet for Solving Vehicle Routing Problems | Ni Zhang, Zhiqin Zhang, Ling Pan +2 | cs.AI | 2026-10-29 |
| #40 | Topology Survives Shuffling: Robust Long-Context Memory Access Prediction for Graph Analytics | Dongyan Sun, Neelesh Gupta, Rajgopal Kannan +1 | cs.LG | 2026-10-29 |
| #41 | HERA: Assessing an Autonomous Agent for Quantum Device Measurement | Zachary W. Gomez, Nathan Bittner, Jordan T. McCourt +7 | cond-mat.mes-hall | 2026-10-29 |
| #42 | Reinforcement Learning for the Game of Balatro: A Fast Simulator and Two-Policy Training Approach | Ajay Vikram Periasami, Anjaneya Gupta, Ethan Cheng +1 | cs.LG | 2026-10-28 |
| #43 | MAS-Loop: Beyond One-Shot Orchestration towards Self-Evolving Multi-Agent Systems | Hehai Lin, Qi Yang, Chengwei Qin | cs.MA | 2026-10-28 |
| #44 | Rennala NSGD: Asynchronous Stochastic Optimization Beyond Euclidean Geometry | Igor Sokolov, Alexander Tyurin, Peter Richtárik | cs.LG | 2026-10-28 |
| #45 | Logical Guidance of Stochastic Interpolants | Gerrit Gerhartz, Francesco Alesiani, Jonathan Warrell +3 | cs.LG | 2026-10-28 |
| #46 | Curriculum-Based Deep Reinforcement Learning for Robust Autonomous Rocket Landing under Atmospheric Uncertainty | Atin Chowdhury, Piyush Joshi | cs.AI | 2026-10-28 |
| #47 | Self-Consistency Geometry Injection for Multi-view Consistent Image Generation | Yupeng Xiao, Yankai Wu, Jianjie Luo +3 | cs.CV | 2026-10-28 |
| #48 | Vision-Based Density Estimation for Adaptive Traffic Control | Mohammad Usaid, Deepak Silaych, Hrithik Mhatre +1 | cs.CV | 2026-10-28 |
| #49 | DES-JEPA: Learning a Shared Vocabulary for High-Dimensional Discrete Event Sequences | Hugo Math, Maximilian Forstenhäusler, Christos Anagnostopoulos | cs.AI | 2026-10-28 |
| #50 | Vendster: An Evaluation Arena to Investigate How Forecasting Tool Quality Affects LLM Agent Behaviors in Buyer-Vendor Negotiation | Charin Polpanumas | cs.GT | 2026-10-28 |