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Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages.

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Papers
TitleAuthorsPublishedCategoriesOrganization / venueQuality
Sparsity Regularized and Robust Mean Variance Portfolio Selection Under Ellipsoidal UncertaintyarXiv:2609.11749Deniz Akkaya, Emre Can Yayla, Buse \c{S}en +111 Sept 2026math.OC—89
SIRF: A Spec-Internalized Risk Foundation Model for Industrial Content Risk ControlarXiv:2609.11752Suwan Wu, Yumeng Lin, Pengcheng Yuan +111 Sept 2026cs.AI—89
A Unified Per-Token Gating Family for On-Policy Distillation: FKL/RKL Mixing with Multi-Channel and Bias CoefficientsarXiv:2609.11768Suwan Wu, Yumeng Lin, Pengcheng Yuan +111 Sept 2026cs.AI—89
Differentially Private EEG Feature Anonymization: A Privacy-Utility Case Study in Clinical NeurophysiologyarXiv:2609.11777Noman Sadiq, Mohsen Toorani11 Sept 2026cs.CR—89
Logit Refiner: Improving Visual Autoregressive Models via Intra-Scale Dependency ModelingarXiv:2609.11804Meimingwei Li, Stefan Andreas Baumann, Felix Krause +111 Sept 2026cs.CV—89
Near-Optimal Reinforcement Learning with Multi-Step Transition LookaheadarXiv:2609.11807Corentin Pla, Hugo Richard, Marc Abeille +111 Sept 2026stat.ML—89
Explainability Assistant: A Conversational XAI Interface for Interpreting Energy Consumption ModelsarXiv:2609.11860Rodion Krjut\v{s}kov, Eduard Barbu, Nikos Sakkas +111 Sept 2026cs.AI—89
Evaluating Time-Series Foundation Models and Multimodal Dietary Context for CGM ForecastingarXiv:2609.11872Bowen Zhang, Hsiu-Wen Cheng, Hongyu Yang +211 Sept 2026stat.ML—89
Domain-Specific Hallucination Detection in Large Language ModelsarXiv:2609.11878Varun Teja Chundru, Debasmita Biswas11 Sept 2026cs.CL—89
3D Point Splatting for mmWave Radar Novel View SynthesisarXiv:2609.11894Adnan Armouti, Yixuan Gao, Rajalakshmi Nandakumar11 Sept 2026cs.CV—89
Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business ImpactarXiv:2609.11915Masahiro Kato, Daiki Honma, Taka Kato11 Sept 2026stat.ML—89
Optimizing Three Critical Factors for Practical and Effective OOD Detection Fine-TuningarXiv:2308.01030Hyunjun Choi, JaeHo Chung, Hawook Jeong11 Sept 2026cs.LG—89
Label Differential Privacy via AggregationarXiv:2310.10092Anand Brahmbhatt, Rishi Saket, Shreyas Havaldar +211 Sept 2026cs.LG—89
DNA: Differentially private Neural Augmentation for contact tracingarXiv:2404.13381Rob Romijnders, Christos Louizos, Yuki M. Asano +111 Sept 2026cs.LG—89
ExpTest: Loss-Curve Hypothesis Testing for Autonomous Learning-Rate Selection in Deep Neural NetworksarXiv:2411.16975Zan Chaudhry, Naoko Mizuno11 Sept 2026cs.LG—89
Mapping Seven Decades of Philosophy in Colombia: Dynamic Topic Modelling of Ideas y ValoresarXiv:2412.04236Juan R. Loaiza, Miguel Gonz\'alez-Duque11 Sept 2026cs.LG—89
SG-Blend: Learning an Interpolation Between Improved Swish and GELU for Robust Neural RepresentationsarXiv:2505.23942Gaurav Sarkar, Syed Affan Daimi, Jay Gala +111 Sept 2026cs.LG—89
Generalization in VAE and Diffusion Models: A Unified Information-Theoretic AnalysisarXiv:2506.00849Qi Chen, Jierui Zhu, Florian Shkurti11 Sept 2026cs.LG—89
CertDW: Towards Certified Dataset Ownership Verification via Conformal CalibrationarXiv:2506.13160Ting Qiao, Yiming Li, Jianbin Li +211 Sept 2026cs.LG—89
Learning Intrinsic Water-Quality Dynamics with Rainfall for Data-Driven ForecastingarXiv:2508.08279Ziqi Wang, Hailiang Zhao, Cheng Bao +211 Sept 2026cs.LG—89
Evidence for Limited Metacognition in LLMsarXiv:2509.21545Christopher Ackerman11 Sept 2026cs.LG—89
BiHDTrans: binary hyperdimensional transformer for efficient multivariate time series classificationarXiv:2509.24425Jingtao Zhang, Yi Liu, Qi Shen +111 Sept 2026cs.LG—89
On the Societal Impact of Machine LearningarXiv:2510.23693Joachim Baumann11 Sept 2026cs.LG—89
Autonomous-Flow-Based GenerationarXiv:2511.09902Hossein Rouhvarzi, Anastasis Kratsios11 Sept 2026cs.LG—89
When do cheap embeddings beat protein language models? A theoretically-grounded hashing sketch for biological sequence classificationarXiv:2512.10147Sarwan Ali, Taslim Murad, Imdadullah Khan +111 Sept 2026cs.LG—89
UBCL: A Reinforcement Learning Framework for Controllable and Diverse Player BehaviorsarXiv:2512.10835Atahan Cilan, Atay \"Ozg\"ovde11 Sept 2026cs.LG—89
Output Embedding Centering for Stable LLM PretrainingarXiv:2601.02031Felix Stollenwerk, Anna Lokrantz, Niclas Hertzberg11 Sept 2026cs.LG—89
Semidefinite Programming for Quantum Channel LearningarXiv:2601.12502Mikhail Gennadievich Belov, Victor Victorovich Dubov, Vadim Konstantinovich Ivanov +211 Sept 2026cs.LG—89
Smoothing the Score Function to Enhance Generalization in Diffusion ModelsarXiv:2601.19285Xinyu Zhou, Jiawei Zhang, Stephen J. Wright11 Sept 2026cs.LG—89
Prediction--Loss Alignment for Sampler--Robust Flow Matching TrainingarXiv:2602.10420Jiadong Hong, Lei Liu, Xinyu Bian +211 Sept 2026cs.LG—89
Evaluating Memory Structure in LLM AgentsarXiv:2602.11243Alina Shutova, Alexandra Olenina, Ivan Vinogradov +111 Sept 2026cs.LG—89
Partial GFlowNet: Accelerating Convergence in Large State Spaces via Strategic PartitioningarXiv:2602.11498Xuan Yu, Xu Wang, Rui Zhu +211 Sept 2026cs.LG—89
MOSAIC: A Universal Agent-Level Interface for Cross-Paradigm Agent Mixing and Human-AI CollaborationarXiv:2603.01260Abdulhamid M. Mousa, Jinhui Pang, Rakhmonberdi Khajiev +211 Sept 2026cs.LG—89
Measuring Progress in Reasoning Toward Mathematical Discovery with Automatic VerificationarXiv:2603.15617Erik Y. Wang, Sumeet R. Motwani, James V. Roggeveen +211 Sept 2026cs.LG—89
Longitudinal Risk Prediction in Mammography with Privileged History DistillationarXiv:2603.15814Banafsheh Karimian, Soufiane Belharbi, Alexis Guichemerre +211 Sept 2026cs.LG—89
HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse AttentionarXiv:2603.28458Yufei Xu, Fanxu Meng, Fan Jiang +211 Sept 2026cs.LG—89
FluxMoE: Decoupling Expert Residency for High-Performance MoE ServingarXiv:2604.02715Qingxiu Liu, Yongchao He, Runhan Jiang +211 Sept 2026cs.LG—89
Generalization Guarantees on Data-Driven Tuning of Gradient Descent with Langevin UpdatesarXiv:2604.13130Saumya Goyal, Rohith Rongali, Ritabrata Ray +111 Sept 2026cs.LG—89
Monotone Neural Policy Iteration for High-Dimensional First-Order Hamilton--Jacobi--Bellman EquationsarXiv:2605.07116Minseok Kim, Yeongjong Kim, Namkyeong Cho +111 Sept 2026cs.LG—89
DP-Muon: Differentially Private Optimization via Matrix-Orthogonalized MomentumarXiv:2605.12994Jihwan Kim, Chenglin Fan11 Sept 2026cs.LG—89

Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Each paper page shows the abstract, related models and every source snapshot.