Aaron Sidford is a researcher affiliated with Stanford University in the United States, specializing in computer science. Their work encompasses multiple subfields within computer science, with a strong focus on computational theory and mathematics as well as artificial intelligence. Other notable subfields in their research portfolio include computational mechanics, computer networks and communications, and statistics and probability.
Their research topics cover a range of areas, highlighting complexity and algorithms in graphs, sparse and compressive sensing techniques, stochastic gradient optimization techniques, and optimization and search problems. Additional topics include advanced graph theory research, Markov chains and Monte Carlo methods, and advanced optimization algorithms research.
Aaron Sidford has authored numerous academic papers published primarily in venues that include arXiv (Cornell University), Leibniz-Zentrum für Informatik (Schloss Dagstuhl), SIAM Journal on Computing, Operations Research Letters, and Theory of Computing. The distribution of their publications across these venues indicates active engagement with both preprint archives and specialized academic journals.
Their frequent co-authors include Arun Jambulapati, Jan van den Brand, Yang P. Liu, Yujia Jin, and Kevin Tian. Collaboration with these researchers appears extensive, reflecting joint efforts on topics aligned with Sidford's research interests.
Yin Tat Lee;Aaron Sidford
Yair Carmon;John C. Duchi;Oliver Hinder;Aaron Sidford
Jonathan A. Kelner;Yin Tat Lee;Lorenzo Orecchia;Aaron Sidford
Jonathan A. Kelner;Lorenzo Orecchia;Aaron Sidford;Zeyuan Allen Zhu
Yin Tat Lee;Aaron Sidford
Yin Tat Lee;Aaron Sidford;Sam Chiu-Wai Wong
Michael B. Cohen;Yin Tat Lee;Cameron Musco;Christopher Musco
Yair Carmon;John C. Duchi;Oliver Hinder;Aaron Sidford
Michael B. Cohen;Yin Tat Lee;Gary Miller;Jakub Pachocki
Yin Tat Lee;Aaron Sidford
Roy Frostig;Rong Ge;Sham Kakade;Aaron Sidford
Yair Carmon;John C. Duchi;Oliver Hinder;Aaron Sidford
Michael Kapralov;Yin Tat Lee;Cameron Musco;Christopher Musco
Aaron Sidford;Mengdi Wang;Xian Wu;Lin F. Yang
Prateek Jain;Chi Jin;Sham M. Kakade;Praneeth Netrapalli
Roy Frostig;Rong Ge;Sham M. Kakade;Aaron Sidford
Prateek Jain;Sham M. Kakade;Rahul Kidambi;Praneeth Netrapalli
Aaron Sidford;Mengdi Wang;Xian Wu;Yinyu Ye
Prateek Jain;Sham M. Kakade;Rahul Kidambi;Praneeth Netrapalli
Jan van den Brand;Yin Tat Lee;Yang P. Liu;Thatchaphol Saranurak
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