Showing 1–15 of 15 results
/ Date/ Name
Nov 17, 2021GFlowNet FoundationsOct 28, 2023BanditPAM++: Faster $k$-medoids ClusteringFeb 15, 2023Bayesian Decision Trees via Tractable Priors and Probabilistic Context-Free GrammarsDec 14, 2022Faster Maximum Inner Product Search in High DimensionsOct 2, 2023Harnessing the Power of Choices in Decision Tree LearningSep 25, 2023Accelerating Machine Learning Algorithms with Adaptive SamplingJun 11, 2020BanditPAM: Almost Linear Time $k$-Medoids Clustering via Multi-Armed BanditsDec 14, 2022MABSplit: Faster Forest Training Using Multi-Armed BanditsSep 26, 2023MAPTree: Beating "Optimal" Decision Trees with Bayesian Decision TreesOct 8, 2021Image Compression and Classification Using Qubits and Quantum Deep LearningApr 12, 2024CATS: Contextually-Aware Thresholding for Sparsity in Large Language ModelsDec 6, 2021NL-Augmenter: A Framework for Task-Sensitive Natural Language AugmentationJun 9, 2022Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsOct 8, 2024LeanAgent: Lifelong Learning for Formal Theorem ProvingOct 9, 2024Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems