Reza Babanezhad Harikandeh
8 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
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Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory · Machine Learning
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Deep Learning
(4)
Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Methods
(2)
Optimization & Theory · Deep Learning
(2)
Architectures
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
gradient descent
(3)
stochastic optimization
(2)
variance reduction
(2)
policy optimization
(2)
approximate inference
(1)
imitation learning
(1)
reinforcement learning
(1)
transductive learning
(1)
online learning
(1)
function approximation
(1)
natural policy gradient
(1)
majorization minimization
(1)
online optimization
(1)
linear function approximation
(1)
matrix approximation
(1)
logistic regression
(1)
temporal difference learning
(1)
support vector machine
(1)
regret bound
(1)
stochastic gradient
(1)
Papers
Armijo Line-search Can Make (Stochastic) Gradient Descent Provably Faster
ICML 2025
Fast Convergence of Softmax Policy Mirror Ascent
AISTATS 2025
Iterative Methods via Locally Evolving Set Process
NeurIPS 2024
Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees
NeurIPS 2023
Fast Online Node Labeling for Very Large Graphs
ICML 2023
Target-based Surrogates for Stochastic Optimization
ICML 2023
Reducing the variance in online optimization by transporting past gradients
NeurIPS 2019
StopWasting My Gradients: Practical SVRG
NeurIPS 2015