Nevena Lazic
16 papers · 2010–2023 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (5) π Academic Marathon (13)
π£
Hot Topic Early Bird
π
Conference Polyglot
(8)
π
Academic Marathon
(13)
π§¬
Topic Evolution
π₯
Mega-Team
(34)
π₯
Unstoppable
(6)
π
Century Club
(16)
π
Conference Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(64)
Conferences
AISTATS (5)
ICML (3)
ACL (2)
NIPS (2)
ALT (1)
IJCNLP (1)
JMLR (1)
RSS (1)
Top co-authors
Keywords
policy iteration
(5)
regret bound
(5)
function approximation
(3)
reinforcement learning
(3)
linear quadratic control
(2)
markov decision process
(2)
linear function approximation
(2)
expert prediction
(2)
sim-to-real transfer
(1)
probabilistic inference
(1)
approximate inference
(1)
sample efficiency
(1)
dynamic regret
(1)
structure learning
(1)
semidefinite programming
(1)
online learning
(1)
model-based reinforcement learning
(1)
variational inference
(1)
value function approximation
(1)
expectation propagation
(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
NIPS 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
NIPS 2018
Online Linear Quadratic Control
ICML 2018
Collective Entity Resolution with Multi-Focal Attention
ACL 2016
Embedding Methods for Fine Grained Entity Type Classification
IJCNLP 2015
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