Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inferenceby Rithvik PrakkiFirst submitted…
Best Practices for Responsible Machine Learning in Credit Scoringby Giovani Valdrighi, Athyrson M. Ribeiro, Jansen…
Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inferenceby Ke Yi, Zengke Liu, Jianwei…
POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generatorby Eugenio Lomurno, Samuele Mariani, Matteo Monti, Matteo MatteucciFirst submitted…
ASTRA: Accurate and Scalable ANNS-based Training of Extreme Classifiersby Sonu Mehta, Jayashree Mohan, Nagarajan Natarajan,…
Membership Inference Attacks Cannot Prove that a Model Was Trained On Your Databy Jie Zhang,…
An Unbiased Risk Estimator for Partial Label Learning with Augmented Classesby Jiayu Hu, Senlin Shu,…
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Trainingby Pihe Hu, Shaolong Li, Zhuoran Li,…
MicroFlow: An Efficient Rust-Based Inference Engine for TinyMLby Matteo Carnelos, Francesco Pasti, Nicola BellottoFirst submitted…
Simulation-based inference with the Python Package sbijaxby Simon Dirmeier, Simone Ulzega, Antonietta Mira, Carlo AlbertFirst…