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Kareem Ahmed
Kareem Ahmed
Postdoctoral Researcher at UC Irvine
Verified email at cs.ucla.edu - Homepage
Title
Cited by
Cited by
Year
Semantic probabilistic layers for neuro-symbolic learning
K Ahmed, S Teso, KW Chang, G Van den Broeck, A Vergari
NeurIPS 2022, 2022
1062022
Neuro-symbolic entropy regularization
K Ahmed, E Wang, KW Chang, G Van den Broeck
UAI 2022, Oral Presentation, 2022
372022
PYLON: A PyTorch framework for learning with constraints
K Ahmed, T Li, T Ton, Q Guo, KW Chang, P Kordjamshidi, V Srikumar, ...
NeurIPS 2021 Competitions and Demonstrations Track, 319-324, 2022
362022
PYLON: A PyTorch Framework for Learning with Constraints
K Ahmed, T Li, T Ton, Q Guo, KW Chang, P Kordjamshidi, V Srikumar, ...
AAAI 2022, 2022
362022
SIMPLE: A Gradient Estimator for -Subset Sampling
K Ahmed, Z Zeng, M Niepert, GV Broeck
ICLR 2023, 2023
252023
Semantic strengthening of neuro-symbolic learning
K Ahmed, KW Chang, G Van den Broeck
AISTATS 2023, 2023
232023
Probabilistically rewired message-passing neural networks
C Qian, A Manolache, K Ahmed, Z Zeng, GV Broeck, M Niepert, C Morris
ICLR 2024, 2023
20*2023
A pseudo-semantic loss for autoregressive models with logical constraints
K Ahmed, KW Chang, G Van den Broeck
NeurIPS 2023, 2024
17*2024
A Unified Approach to Count-Based Weakly Supervised Learning
V Shukla, Z Zeng, K Ahmed, G Van den Broeck
NeurIPS 2023, 2024
82024
Scaling Tractable Probabilistic Circuits: A Systems Perspective
A Liu, K Ahmed, GV Broeck
ICML 2024, 2024
62024
Where is the signal in tokenization space?
R Lui Geh, H Zhang, K Ahmed, B Wang, G Van den Broeck
EMNLP 2024, Oral Presentation, 2024
3*2024
Semantic loss functions for neuro-symbolic structured prediction
K Ahmed, S Teso, P Morettin, L Di Liello, P Ardino, J Gobbi, Y Liang, ...
Compendium of Neurosymbolic Artificial Intelligence, 485-505, 2023
22023
Leveraging Unlabeled Data for Entity-Relation Extraction through Probabilistic Constraint Satisfaction
K Ahmed, E Wang, GV Broeck, KW Chang
arXiv preprint arXiv:2103.11062, 2021
12021
Controllable Generation via Locally Constrained Resampling
K Ahmed, KW Chang, G Van den Broeck
Neurips Safe Generative AI Workshop 2024, Oral Presentation, 2024
2024
Neuro-Symbolic AI: A Probabilistic Perspective
KAYA Ahmed
University of California, Los Angeles, 2024
2024
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Articles 1–15