ML Anthology

Olukotun, Kunle

14 publications

ICML 2025 Adaptive Self-Improvement LLM Agentic System for ML Library Development Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun
ICLRW 2025 Adaptive Self-Improvement LLM Agentic System for ML Library Development Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun
NeurIPS 2025 Agentic Plan Caching: Test-Time Memory for Fast and Cost-Efficient LLM Agents Qizheng Zhang, Michael Wornow, Kunle Olukotun
ICML 2025 LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs Under 2 Bits Zikai Zhou, Qizheng Zhang, Hermann Kumbong, Kunle Olukotun
ECML-PKDD 2021 Bayesian Optimization with a Prior for the Optimum Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
IJCAI 2017 Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling Christopher De Sa, Kunle Olukotun, Christopher Ré
ICML 2016 Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling Christopher De Sa, Chris Re, Kunle Olukotun
ICML 2015 Global Convergence of Stochastic Gradient Descent for Some Non-Convex Matrix Problems Christopher De Sa, Christopher Re, Kunle Olukotun
NeurIPS 2015 Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width Christopher M De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré
NeurIPS 2015 Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms Christopher M De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré, Christopher Ré
ICML 2012 Utilizing Static Analysis and Code Generation to Accelerate Neural Networks Lawrence C. McAfee, Kunle Olukotun
ICML 2011 OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Tiark Rompf, Hassan Chafi, Michael Wu, Anand R. Atreya, Martin Odersky, Kunle Olukotun
NeurIPS 2006 mAP-Reduce for Machine Learning on Multicore Cheng-tao Chu, Sang K. Kim, Yi-an Lin, Yuanyuan Yu, Gary Bradski, Kunle Olukotun, Andrew Y. Ng
NeurIPS 2005 The Information-Form Data Association Filter Brad Schumitsch, Sebastian Thrun, Gary Bradski, Kunle Olukotun