Publications tagged "Optimization"
Conferences
Learning to Design Analog Circuits to Meet Threshold Specifications
Dmitrii Krylov, Pooya Khajeh, Junhan Ouyang, Thomas Reeves, Tongkai Liu, Hiba Ajmal, Hamidreza Aghasi, and Roy Fox
40th International Conference on Machine Learning (ICML), 2023
Taming the Noise in Reinforcement Learning via Soft Updates
Roy Fox*, Ari Pakman*, and Naftali Tishby
32nd Conference on Uncertainty in Artificial Intelligence (UAI), 2016
Workshops
Multi-Task Learning via Task Multi-Clustering
Andy Yan, Xin Wang, Ion Stoica, Joseph Gonzalez, and Roy Fox
Adaptive & Multitask Learning workshop (AMTL @ ICML), 2019
An Empirical Exploration of Gradient Correlations in Deep Learning
Daniel Rothchild, Roy Fox, Noah Golmant, Joseph Gonzalez, Michael Mahoney, Kai Rothauge, Ion Stoica, and Zhewei Yao
Integration of Deep Learning Theories workshop (DLT @ NeurIPS), 2018