Machine Learning

A causal fused lasso for interpretable heterogeneous treatment effects estimation JMLR 2026 A causal machine learning framework for pharmacovigilance signal detection in electronic health records: Drug-induced acute kidney injury CLeaR 2026 Accelerated Convex Optimization via Hamiltonian Dynamics with Deterministic Integration Time COLT 2026 Accelerated Mirror Descent for Non-Euclidean Star-convex Functions ALT 2026 Accelerating Constrained Sampling: A Large Deviations Approach JMLR 2026 Accelerating Controllable Generation via Hybrid-grained Cache AAAI 2026 Accelerating LLM Inference Throughput via Asynchronous KV Cache Prefetching AAAI 2026 Accelerating Streaming Video Large Language Models via Hierarchical Token Compression CVPR 2026 Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure EACL 2026 AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization AAAI 2026 Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild AAAI 2026 Accurate and Efficient Statistical Testing for Word Semantic Breadth ACL 2026 ACE: Adapting sampling for Counterfactual Explanations L4DC 2026 ACE-Merging: Data-Free Model Merging with Adaptive Covariance Estimation CVPR 2026 A Characterization of List Language Identification in the Limit COLT 2026 A Characterization of the Orthocomplement of the Tangent Space of Semiparametric Markov Models UAI 2026 Achieving Fairness Without Harm via Selective Demographic Experts AAAI 2026 ACID Test: A Benchmark for Cultural Safety and Alignment in LALMs AAAI 2026 A Closer Look at Knowledge Distillation in Spiking Neural Network Training AAAI 2026 A Complexity Measure for Active Learning in Multi-group Mean Estimation COLT 2026 A comprehensive benchmark of graph neural networks, graph kernels, and classical machine learning approaches on rs-fMRI brain graphs MIDL 2026 A Comprehensive Evaluation of Chain-of-Thought Faithfulness in Persian Classification Tasks EACL 2026 A Computational Approach to Language Contact – A Case Study of Persian EACL 2026 A Computational Forensic Linguistic Analysis of Narrative and Question-Answer Structures in Italian Police Interrogation Transcripts EACL 2026 A Convex Framework for Confounding Robust Inference JMLR 2026