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262 results

PaperCategoryAuthorsDate
KAISEN: Reproducible Subgroup Fairness Auditing for Clinical Ris... ↗ cs.LG 3 Jul 30, 2026
$β$-OPSD: Deriving with Policy Optimization, Training with Self-... ↗ cs.LG 5 Jul 30, 2026
APO: Unsupervised Atomic Policy Optimization for 3D Structure Pr... ↗ cs.LG 2 Jul 30, 2026
Same Graph Cross-Task Transfer in GNNs: Protocols and Predictors ↗ cs.LG 4 Jul 30, 2026
The Role of Causality in Algorithmic Recourse ↗ cs.LG 5 Jul 30, 2026
Stage-Replay Divergence Follows the KV Cache: Fixed-Prefix Preci... ↗ cs.LG 1 Jul 30, 2026
Cybersecurity Detection Classification with Reasoning-enabled La... ↗ cs.LG 13 Jul 30, 2026
Oracle-Budgeted Molecular Optimization with Short-Term Graph Mem... ↗ cs.LG 4 Jul 30, 2026
Kohn-Sham Spectral Embedding on Sparse Graphs at the Nishimori T... ↗ cs.LG 3 Jul 30, 2026
QAdapt: A Noise-Adaptive Neural Pre-Decoding Framework for Quant... ↗ cs.LG 4 Jul 30, 2026
QQWorld: Quantile-Quantile Matching for World Model Regularizati... ↗ cs.LG 3 Jul 30, 2026
On-Policy and Off-Policy Learning for Large Action Spaces ↗ cs.LG 1 Jul 30, 2026
Why Are GUI Agents Correct but Late? Decode on the Decision-Time... ↗ cs.LG 6 Jul 30, 2026
Hierarchical Multilevel Monte Carlo for Order-Optimal Neural Act... ↗ cs.LG 2 Jul 30, 2026
LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning... ↗ cs.LG 7 Jul 30, 2026
Encryption-Compatible Clustered Federated Learning via Distribut... ↗ cs.LG 4 Jul 30, 2026
Measuring Distortion in the Empty Regions of Dimensionality Redu... ↗ cs.LG 3 Jul 30, 2026
Beyond Geometric Complementarity: Coherent Overlap in Sparse Mix... ↗ cs.LG 3 Jul 30, 2026
Semi-Supervised Learning for Molecular Graphs via Ensemble Conse... ↗ cs.LG 5 Jul 30, 2026
HARGO: Heterogeneity-Aware Reward-Guided Optimization for RL Pos... ↗ cs.LG 2 Jul 30, 2026
TopoFormer: Topology Meets Attention for Graph Learning ↗ cs.LG 4 Jul 30, 2026
Persistent Gaussian Perturbations Prevent Oversmoothing in Recur... ↗ cs.LG 1 Jul 30, 2026
Multi-channel Uplift Policy Learning ↗ cs.LG 10 Jul 30, 2026
Expanding Flow Maps ↗ cs.LG 2 Jul 23, 2026
Beyond Sufficiency: Time Series Explanation with Counterfactual... ↗ cs.LG 4 Jul 23, 2026
Graph Learning on Ensembles of Cyclic Peptides: An Investigation... ↗ cs.LG 3 Jul 23, 2026
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models... ↗ cs.LG 9 Jul 23, 2026
Zero-Flow Two-Sample Tests ↗ cs.LG 4 Jul 23, 2026
Windowed-MTP: Removing the Full-Context Draft-KV Tax at Million-... ↗ cs.LG 1 Jul 23, 2026
Compact Latent Coordination for Autonomous Vehicles at Unsignali... ↗ cs.LG 3 Jul 23, 2026
Finite-Sample Coverage Audits for High-Recall Candidate Generati... ↗ cs.LG 2 Jul 23, 2026
Error Certificates for KV-Cache Eviction via Randomized Design ↗ cs.LG 1 Jul 23, 2026
Test-Time Scaling via Error Localization ↗ cs.LG 5 Jul 23, 2026
KroQuant: Kronecker-Structured Block Transforms for Efficient Po... ↗ cs.LG 4 Jul 23, 2026
Context-weighted Discrete Flow Matching ↗ cs.LG 3 Jul 23, 2026
Semantic-Aware Task Clustering for Constructive and Cooperative... ↗ cs.LG 5 Jul 23, 2026
A Diffusion-Model Subpopulation Digital Twin for Mobile Health D... ↗ cs.LG 8 Jul 23, 2026
Mean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for S... ↗ cs.LG 7 Jul 23, 2026
Hilbert Operator for Progressive Encoding (HOPE): A Mathematical... ↗ cs.LG 2 Jul 23, 2026
Emergent Misalignment Recruits a Pre-existing Persona Subspace ↗ cs.LG 1 Jul 23, 2026
Gradient Concentration, Not Weight Saliency, Explains Representa... ↗ cs.LG 4 Jul 23, 2026
How Many Bits Can an Adapter Write? Measuring the Capacity and M... ↗ cs.LG 3 Jul 23, 2026
M$^3$-Gen: Interpretable Multimodal Generation of Gene Expressio... ↗ cs.LG 3 Jul 23, 2026
Decoding Market Emotion from Blockchain Activity: A Data-Driven... ↗ cs.LG 6 Jul 16, 2026
Mutable Low-Rank Sketches for Retrain-Free Recommendation ↗ cs.LG 2 Jul 16, 2026
Data Driven Block Replacement Scheduling ↗ cs.LG 2 Jul 16, 2026
BadWAM: When World-Action Models Dream Right but Act Wrong ↗ cs.LG 3 Jul 16, 2026
RTS Smoother-Guided Learning of Physics-Based Neural Differentia... ↗ cs.LG 5 Jul 16, 2026
On-Policy Delta Distillation ↗ cs.LG 4 Jul 16, 2026
Learning in Infinitesimal Non-Compositional Sketches ↗ cs.LG 1 Jul 16, 2026

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