Alexander Novikov
11 papers · 2014–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π£ Hot Topic Early Bird
π
Conference Polyglot
(7)
π
Academic Marathon
(11)
π£
Hot Topic Early Bird
π
Keyword Champion
(3)
π
Century Club
(11)
π
Trend Setter
π
Conference Pioneer
β‘
Prolific Year
(5)
Conferences
NIPS (3)
ICLR (2)
ICML (2)
AISTATS (1)
CORL (1)
JMLR (1)
RSS (1)
Top co-authors
Keywords
offline reinforcement learning
(3)
tensor train
(3)
batch reinforcement learning
(2)
neural network
(2)
tensor decomposition
(2)
matrix factorization
(1)
policy learning
(1)
automatic differentiation
(1)
low-rank approximation
(1)
gaussian process
(1)
map inference
(1)
partition function
(1)
value function approximation
(1)
offline learning
(1)
reward learning
(1)
robot manipulation
(1)
scalable inference
(1)
markov random field
(1)
probabilistic graphical model
(1)
continuous action
(1)
Papers
Discovering Symbolic Cognitive Models from Human and Animal Behavior
ICML 2025
Benchmarks for Deep Off-Policy Evaluation
ICLR 2021
Tensor Train Decomposition on TensorFlow (T3F)
JMLR 2020
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
NIPS 2020
Scaling data-driven robotics with reward sketching and batch reinforcement learning
RSS 2020
Task-Relevant Adversarial Imitation Learning
CORL 2020
Critic Regularized Regression
NIPS 2020
Expressive power of recurrent neural networks
ICLR 2018
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition
AISTATS 2018
Tensorizing Neural Networks
NIPS 2015
Putting MRFs on a Tensor Train
ICML 2014