Machine Learning

Imprecise Probabilities for Privacy–Accuracy Trade-offs in Bayesian Networks UAI 2026 Improved Differentially Private Algorithms for Rank Aggregation AAAI 2026 Improved Masked Image Generation with Knowledge-Augmented Token Representations AAAI 2026 Improved Regret in Stochastic Decision-Theoretic Online Learning under Differential Privacy ALT 2026 Improved Replicable Boosting with Majority-of-Majorities ALT 2026 Improved Streaming Algorithm for Fair k-Center Clustering AAAI 2026 Improving Animal Pose Estimation through Species Similarity Measures and Rigorous Label Definition WACV 2026 Improving Calibration in Test-Time Prompt Tuning for Vision-Language Models via Data-Free Flatness-Aware Prompt Pretraining CVPR 2026 Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention EACL 2026 Improving Day-Ahead Grid Carbon Intensity Forecasting by Joint Modeling of Local-Temporal and Cross-Variable Dependencies Across Different Frequencies AAAI 2026 Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation AAAI 2026 Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026 Improving EV Aggregate Flexibility with End-to-End Learning L4DC 2026 Improving Exact Algorithm for Pseudo Boolean Optimization with Two New Phase Selection Heuristics AAAI 2026 Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping AAAI 2026 Improving Generative Methods for Causal Evaluation via Simulation-Based Inference CLeaR 2026 Improving Indigenous Language Machine Translation with Synthetic Data and Language-Specific Preprocessing EACL 2026 Improving Language Identification for Code-Switched Speech: The Pivotal Role of Accented English EACL 2026 Improving LLM Domain Certification with Pretrained Guide Models EACL 2026 Improving Motion in Image-to-Video Models via Adaptive Low-Pass Guidance CVPR 2026 Improving online FDR procedures via online analogs of e-closure and compound e-values UAI 2026 Improving Out-of-Distribution Detection Using Segmented Images and Cross-View Attention Fusion WACV 2026 Improving RCT-Based Treatment Effect Estimation Under Covariate Mismatch via Calibrated Alignment UAI 2026 Improving Region Representation Learning from Urban Imagery with Noisy Long-Caption Supervision AAAI 2026 Improving Sparse IMU-based Motion Capture with Motion Label Smoothing AAAI 2026