Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fi…
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Noticias de IA
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STORM: Stepwise Token Optimization with Reward-Guided Beam Search
Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstr…
From Data Heterogeneity to Convergence: A Data-Centric Review of Federated Learning
IDP-Bench: Benchmarking ability of LLMs to protect personal information in interdependent…
NOVA: Symbolic Regression Discovery of Interpretable Car-Following and Lane-Change Models…
The Bioelectrical Information Theory: Investigating the theoretical compression limit of …
Integrated Real-Time Motion Tracking and AI Analysis for Athletic Performance Optimization
Aesthetic Perspectives in Information Systems Research: A Hermeneutic Analysis
$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems
Pareto-Guided Teacher Alignment for Fair Personalized Text Generation
FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Project…
Drawing with Strangers: Population Scaling Drives Zero-Shot Mutual Intelligibility in Eme…
Improving Adversarial Transferability on Vision-Language Pre-training Models via Surrogat…
Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through…
Benchmarking Knowledge Editing using Logical Rules
Unsupervised Style Representation Learning for AI-Text Detection via Paraphrase Inversion
A Theory on Flow Matching with Neural Networks
VFUSE: Virulent Feature Understanding with Sparse autoEncoders
A Controlled Audit of Pretraining Contamination in Public Medical Vision-Language Benchma…
Interactions Between Crosscoder Features: A Compact Proofs Perspective
When RL Fails after SFT: Rejuvenating Model Plasticity for Robust SFT-to-RL Handoff
LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization
A Note on the Strategic Confinement Problem
Forward-Only Convolutional Neural Networks with Learnable Channel-Class Assignment
Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid …
Regimes: An Auditable, Held-Out-Gated Improvement Loop Demonstrated on LongMemEval with A…
Stop Early, Spend Less: Hidden-State Probes as a Practical Recipe for Streaming Moderatio…
Sample Where You Struggle: Sharpening Base Model Reasoning via Entropy-Guided Power Sampl…
Conformal Prediction for Neural Operators: Distribution-Free Uncertainty Quantification i…