Robert Nishihara
8 papers · 2014–2018 · 6 venues · across top CS/AI venues
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Trend Setter
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Research topics
Machine Learning
(8)
Optimization & Theory
(7)
Mathematics & Optimization
(4)
Optimization
(4)
Artificial Intelligence
(3)
Computer Science
(2)
Core AI
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Types
(1)
Methods
(1)
Reasoning
(1)
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
Ray: A Distributed Framework for Emerging AI Applications
OSDI 2018
RLlib: Abstractions for Distributed Reinforcement Learning
ICML 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
On the Convergence Rate of Decomposable Submodular Function Minimization
NeurIPS 2014
Parallel MCMC with Generalized Elliptical Slice Sampling
JMLR 2014