Simulating Weighted Automata over Sequences and Trees with TransformersInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal
ApproximationInternational Conference on Machine Learning (ICML), 2023 |
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's
Progressive MatricesComputer Vision and Pattern Recognition (CVPR), 2023 |
Learning Hard Optimization Problems: A Data Generation PerspectiveNeural Information Processing Systems (NeurIPS), 2021 |
Neural Joint Entropy EstimationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 |