Semantic Objective Functions: A distribution-aware method for adding logical constraints in deep learningby Miguel Angel…
Effective Confidence Region Prediction Using Probability Forecastersby David Lindsay, Sian LindsayFirst submitted to arxiv on:…
Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMsby Siyuan Guo, Aniket Didolkar, Nan Rosemary…
Learning from True-False Labels via Multi-modal Prompt Retrievingby Zhongnian Li, Jinghao Xu, Peng Ying, Meng…
ProDAG: Projection-Induced Variational Inference for Directed Acyclic Graphsby Ryan Thompson, Edwin V. Bonilla, Robert KohnFirst…
Credal Wrapper of Model Averaging for Uncertainty Estimation on Out-Of-Distribution Detectionby Kaizheng Wang, Fabio Cuzzolin,…
Pure Exploration for Constrained Best Mixed Arm Identification with a Fixed Budgetby Dengwang Tang, Rahul…
How Does Bayes Error Limit Probabilistic Robust Accuracyby Ruihan Zhang, Jun SunFirst submitted to arxiv…
Cascade of phase transitions in the training of Energy-based modelsby Dimitrios Bachtis, Giulio Biroli, Aurélien…
Intervention and Conditioning in Causal Bayesian Networksby Sainyam Galhotra, Joseph Y. HalpernFirst submitted to arxiv…