Alvaro Velasquez

HYPED: A Multimodal HYbrid Perturbation Gene Expression and Imaging Dataset

Towards Persistent Noise-Tolerant Active Learning of Regular Languages with Class Query

Fact or Hallucination? An Entropy-Based Framework for Attention-Wise Usable Information in LLMs

Global Convergence and Pareto Front Exploration in Deep-Neural Actor-Critic Multi-Objective Reinforcement Learning

CEDAR: A Counter-Example Driven Agent with Regular Restriction

CEDAR: A Counter-Example Driven Agent with Regular Restriction

Fact or Hallucination? An Entropy-Based Framework for Attention-Wise Usable Information in LLMs

Differentiable Quadratic Optimization For the Maximum Independent Set Problem

Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning

Structure-aware Attention based on Vector Symbolic Architectures