Machine Learning

APEX-Q: Arbitrary-dimension Product-EXtension Quantization for Accelerated LLM Deployment (Student Abstract) AAAI 2026 A Phase Transition for Opinion Dynamics with Competing Biases AAAI 2026 APIC: Amortized Physics-Informed Calibration using Neural Processes UAI 2026 Apo2Mol: 3D Molecule Generation via Dynamic Pocket-Aware Diffusion Models AAAI 2026 A Polynomial Chaos Framework for Causal Discovery in Nonlinear Uncertain Systems CVPR 2026 Appearance Discrepancy-guided Sequence Hybrid Masking for Robust Scene Text Recognition AAAI 2026 Appearance-Motion Decomposed Alignment for Text-Video Retrieval AAAI 2026 Approximating Nash Equilibria in Finite-Horizon Multi-Adversarial Team Markov Games UAI 2026 Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings UAI 2026 Approximating Problems in Abstract Argumentation with Graph Convolutional Networks (Abstract Reprint) AAAI 2026 Approximation Algorithm for Constrained k-Center Clustering: A Local Search Approach AAAI 2026 Approximation-Free Differentiable Oblique Decision Trees JMLR 2026 Approximation Rates for Schrödinger Bridge Potentials via Fixed-Point ERM UAI 2026 Approximations and Learning for Continuous State and Action MDPs under Average Cost Criteria JMLR 2026 A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis MIDL 2026 A Probabilistic Circuit Framework for Interpretable Graph PU Learning UAI 2026 A Pseudo-Label Optimization Method Based on Polar Coordinate Modeling and Prior Constraints AAAI 2026 APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift AAAI 2026 APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval AAAI 2026 AquaSentinel: Next-Generation AI System Integrating Sensor Networks for Urban Underground Water Pipeline Anomaly Detection via Collaborative MoE-LLM Agent Architecture AAAI 2026 A Quasi-Polynomial Time Mean Estimator Under Mean-Shift Contamination with Unknown Covariance COLT 2026 Arabic-Adapted One-Step Speech-to-Diacritized ASR: Evaluation and Error Analysis EACL 2026 Arabic Author Attribution Using Transformer-Based Models: Insights from the AbjadAuthorID Shared Task EACL 2026 Ara-HOPE: Human-Centric Post-Editing Evaluation for Dialectal Arabic to Modern Standard Arabic Translation EACL 2026 Archaeology at SemEval-2026 Task 13: Fine-Tuning Pre-Trained Code Models for AI-Generated Code Detection SemEval 2026