Guy Van den Broeck
University of California, Los Angeles
H-index: 40
North America-United States
Top articles of Guy Van den Broeck
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints | Advances in Neural Information Processing Systems | Kareem Ahmed Kai-Wei Chang Guy Van den Broeck | 2024/2/13 |
A Unified Approach to Count-Based Weakly Supervised Learning | Advances in Neural Information Processing Systems | Vinay Shukla Zhe Zeng Kareem Ahmed Guy Van den Broeck | 2024/2/13 |
Collapsed inference for bayesian deep learning | Advances in Neural Information Processing Systems | Zhe Zeng Guy Van den Broeck | 2024/2/13 |
Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models | arXiv preprint arXiv:2404.09529 | Siyan Zhao Daniel Israel Guy Van den Broeck Aditya Grover | 2024/4/15 |
Scalable Analysis of Probabilistic Models and Programs (Dagstuhl Seminar 23241) | Sebastian Junges Joost-Pieter Katoen Scott Sanner Guy Van den Broeck Bahare Salmani | 2024 | |
A Circus of Circuits: Connections Between Decision Diagrams, Circuits, and Automata | arXiv preprint arXiv:2404.09674 | Antoine Amarilli Marcelo Arenas YooJung Choi Mikaël Monet Guy Van den Broeck | 2024/4/15 |
Polynomial Semantics of Tractable Probabilistic Circuits | arXiv preprint arXiv:2402.09085 | Oliver Broadrick Honghua Zhang Guy Van den Broeck | 2024/2/14 |
Image Inpainting via Tractable Steering of Diffusion Models | arXiv preprint arXiv:2401.03349 | Anji Liu Mathias Niepert Guy Van den Broeck | 2023/11/28 |
Tractable and expressive generative models of genetic variation data | bioRxiv | Meihua Dang Anji Liu Xinzhu Wei Sriram Sankararaman Guy Van den Broeck | 2023/5/18 |
Probabilistic Task-Adaptive Graph Rewiring | Chendi Qian Andrei Manolache Kareem Ahmed Zhe Zeng Guy Van den Broeck | 2023/9/17 | |
Lossless Compression with Probabilistic Circuits | 2023/11/2 | ||
Mixtures of all trees | Nikil Roashan Selvam Honghua Zhang Guy Van den Broeck | 2023/4/11 | |
Tractable control for autoregressive language generation | Honghua Zhang Meihua Dang Nanyun Peng Guy Van den Broeck | 2023/7/3 | |
Gradient Estimation For Exactly- Constraints | Ruoyan Li Dipti Ranjan Sahu Guy Van den Broeck Zhe Zeng | 2023/10/28 | |
Semantic strengthening of neuro-symbolic learning | Kareem Ahmed Kai-Wei Chang Guy Van den Broeck | 2023/4/11 | |
Understanding the distillation process from deep generative models to tractable probabilistic circuits | Xuejie Liu Anji Liu Guy Van den Broeck Yitao Liang | 2023/7/3 | |
Expressive Modeling is Insufficient for Offline RL: A Tractable Inference Perspective | Xuejie Liu Anji Liu Guy Van den Broeck Yitao Liang | 2023/10/13 | |
Semantic Loss Functions for Neuro-Symbolic Structured Prediction | Kareem Ahmed Stefano Teso Paolo Morettin Luca Di Liello Pierfrancesco Ardino | 2023 | |
High Dimensional Causal Inference with Variational Backdoor Adjustment | arXiv preprint arXiv:2310.06100 | Daniel Israel Aditya Grover Guy Van den Broeck | 2023/10/9 |
Scaling integer arithmetic in probabilistic programs | William X Cao Poorva Garg Ryan Tjoa Steven Holtzen Todd Millstein | 2023/7/2 |
Co-Authors
