Ameet S Talwalkar
5 papers · 2016–2019 · 1 venue · across top CS/AI venues
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Achievements
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🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
decision tree
(2)
random forest
(2)
federated learning
(2)
few-shot learning
(1)
transfer learning
(1)
feature selection
(1)
gradient-based optimization
(1)
supervised learning
(1)
distributed learning
(1)
feature importance
(1)
parallel computing
(1)
gradient boosting
(1)
high-dimensional analysis
(1)
online convex optimization
(1)
variable importance
(1)
tree ensemble
(1)
regret bound
(1)
model training
(1)
local explanation
(1)
straggler mitigation
(1)