Sotabase

Career

· Associate Professor, Industrial Engineering and Operations Research Department, UC Berkeley2024–

Publications (0)

Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters
USENIX Annual Technical Conference · 2017
371
cited
Understanding plasticity in neural networks
International Conference on Machine Learning · 2023
138
cited
Changes in Cross-Correlations as an Indicator for Systemic Risk
Scientific Reports · 2012
121
cited
Parallelizing Sequential Graph Computations
SIGMOD Conference · 2017
91
cited
Human Alignment of Large Language Models through Online Preference Optimisation
International Conference on Machine Learning · 2024
88
cited
What Can Learned Intrinsic Rewards Capture?
International Conference on Machine Learning · 2019
86
cited
Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization
Neural Information Processing Systems · 2022
73
cited
A Supervised Approach to Predict Company Acquisition with Factual and Topic Features Using Profiles and News Articles on TechCrunch
International Conference on Web and Social Media · 2012
66
cited
On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification
International Conference on Artificial Intelligence and Statistics · 2020
61
cited
Carbon-dioxide emissions trading and hierarchical structure in worldwide finance and commodities markets.
Physical review. E, Statistical, nonlinear, and soft matter physics · 2012
49
cited
Three-stage vertical distribution of seawater conductivity
Scientific Reports · 2018
44
cited
Realized Volatility and Absolute Return Volatility: A Comparison Indicating Market Risk
PLoS ONE · 2014
33
cited
Statistical regularities of Carbon emission trading market: Evidence from European Union allowances
2015
32
cited
Volatility modeling and the asymmetric effect for China’s carbon trading pilot market
2020
27
cited
Towards multi‐agent reinforcement learning‐driven over‐the‐counter market simulations
Mathematical Finance · 2022
21
cited
Scaling of seismic memory with earthquake size.
Physical review. E, Statistical, nonlinear, and soft matter physics · 2011
18
cited
Analysis of Realized Volatility in Two Trading Sessions of the Japanese Stock Market(Financial and Consumer Markets,Proceedings of the YITP Workshop on Econophysics,Econophysics 2011-The Hitchhiker's Guide to the Economy-)
2012
17
cited
Extracting Events with Informal Temporal References in Personal Histories in Online Communities
Annual Meeting of the Association for Computational Linguistics · 2013
17
cited
Comparison of two fractal interpolation methods
2017
13
cited
Development of a fuel management model for a multi-source district heating system under multi-uncertainty and multi-dimensional constraints
2017
12
cited
Sotabase