Nevena Lazic
15 papers · 2010–2023 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Mega-Team · Squad
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Keyword Collector
(64)
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Trend Setter
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Century Club · Bronze
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Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Reinforcement Learning
(8)
Methods
(7)
Optimization & Theory
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Learning Types
(4)
Artificial Intelligence
(3)
Applications
(3)
Bayesian & Probabilistic
(2)
Core AI
(2)
Deep Learning
(1)
Robotics
(1)
Learning Paradigms
(1)
Mathematics
(1)
Keywords
regret bound
(5)
policy iteration
(5)
function approximation
(3)
reinforcement learning
(3)
markov decision process
(2)
linear function approximation
(2)
expert prediction
(2)
linear quadratic control
(2)
sim-to-real transfer
(1)
probabilistic inference
(1)
approximate inference
(1)
sample efficiency
(1)
model predictive control
(1)
dynamic regret
(1)
structure learning
(1)
semidefinite programming
(1)
online learning
(1)
expectation propagation
(1)
model-based reinforcement learning
(1)
variational inference
(1)
Papers
A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits
JMLR 2023
Robotic Table Tennis: A Case Study into a High Speed Learning System
RSS 2023
Confident Least Square Value Iteration with Local Access to a Simulator
AISTATS 2022
Efficient local planning with linear function approximation
ALT 2022
Adaptive Approximate Policy Iteration
AISTATS 2021
Improved Regret Bound and Experience Replay in Regularized Policy Iteration
ICML 2021
A Maximum-Entropy Approach to Off-Policy Evaluation in Average-Reward MDPs
NeurIPS 2020
Model-Free Linear Quadratic Control via Reduction to Expert Prediction
AISTATS 2019
POLITEX: Regret Bounds for Policy Iteration using Expert Prediction
ICML 2019
Data center cooling using model-predictive control
NeurIPS 2018
Online Linear Quadratic Control
ICML 2018
Collective Entity Resolution with Multi-Focal Attention
ACL 2016
Embedding Methods for Fine Grained Entity Type Classification
ACL 2015
Structural Expectation Propagation (SEP): Bayesian structure learning for networks with latent variables
AISTATS 2013
Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms
AISTATS 2010