Robert Nishihara
8 papers · 2014–2018 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge
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Cross-Pollinator
(13)
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Renaissance Researcher
(6)
π₯
Unstoppable
(5)
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Trend Setter
Conferences
AISTATS (2)
ICML (2)
CVPR (1)
JMLR (1)
NIPS (1)
OSDI (1)
Top co-authors
Research topics
Keywords
linear convergence
(2)
distributed computing
(2)
reinforcement learning
(2)
causal inference
(1)
feature learning
(1)
non-convex optimization
(1)
causal discovery
(1)
bayesian inference
(1)
strongly convex
(1)
hyperparameter optimization
(1)
convex optimization
(1)
markov chain monte carlo
(1)
parallel computing
(1)
variance reduction
(1)
image classification
(1)
strong convexity
(1)
block coordinate descent
(1)
spectral graph theory
(1)
stochastic optimization
(1)
combinatorial optimization
(1)
Papers
RLlib: Abstractions for Distributed Reinforcement Learning
ICML 2018
Ray: A Distributed Framework for Emerging AI Applications
OSDI 2018
Discovering Causal Signals in Images
CVPR 2017
A Linearly-Convergent Stochastic L-BFGS Algorithm
AISTATS 2016
No Regret Bound for Extreme Bandits
AISTATS 2016
A General Analysis of the Convergence of ADMM
ICML 2015
Parallel MCMC with Generalized Elliptical Slice Sampling
JMLR 2014
On the Convergence Rate of Decomposable Submodular Function Minimization
NIPS 2014