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Learning with Weak Supervision from Physics and Data-Driven Constraints.

, , , , and . AI Magazine, 39 (1): 27-38 (2018)

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Accurate Uncertainties for Deep Learning Using Calibrated Regression., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 2801-2809. PMLR, (2018)Semi-Autoregressive Energy Flows: Exploring Likelihood-Free Training of Normalizing Flows., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 31732-31753. PMLR, (2023)QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks., , , , and . ICML, OpenReview.net, (2024)GATTACA: Lightweight Metagenomic Binning Using Kmer Counting., , , and . RECOMB, volume 10229 of Lecture Notes in Computer Science, page 391-392. (2017)Tensor Factorization via Matrix Factorization., , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Adversarial Constraint Learning for Structured Prediction., , , , and . IJCAI, page 2637-2643. ijcai.org, (2018)Fast algorithms for sparse principal component analysis based on Rayleigh quotient iteration.. ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 1418-1425. JMLR.org, (2013)Model Criticism for Long-Form Text Generation., , and . EMNLP, page 11887-11912. Association for Computational Linguistics, (2022)Calibrated Structured Prediction., and . NIPS, page 3474-3482. (2015)Neural Variational Inference and Learning in Undirected Graphical Models., and . NIPS, page 6734-6743. (2017)