Wenruo Bai
5 papers · 2015–2019 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
📈
Trend Setter
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
submodular optimization
(4)
approximation algorithm
(2)
combinatorial optimization
(2)
image segmentation
(1)
robust optimization
(1)
deep learning
(1)
gradient descent
(1)
batch selection
(1)
distributed machine learning
(1)
greedy algorithm
(1)
submodular function
(1)
load balancing
(1)
supermodular function
(1)
data partitioning
(1)
robust partitioning
(1)
ratio minimization
(1)
stochastic optimization
(1)
stochastic gradient descent
(1)
Papers
Fixing Mini-batch Sequences with Hierarchical Robust Partitioning
AISTATS 2019
Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions
NIPS 2018
Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions
ICML 2018
Algorithms for Optimizing the Ratio of Submodular Functions
ICML 2016
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications
NIPS 2015