Tomi Silander
7 papers · 2012–2022 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (10)
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Cross-Pollinator
(15)
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Interdisciplinary Bridge
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Topic Evolution
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Topic Pioneer
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Conference Pioneer
β
The Questioner
π
Trend Setter
Conferences
NIPS (2)
AISTATS (1)
ALT (1)
ICML (1)
JMLR (1)
RSS (1)
Top co-authors
Keywords
normalized maximum likelihood
(2)
online learning
(2)
restless bandit
(2)
model-based reinforcement learning
(2)
transfer learning
(1)
bayesian inference
(1)
sparse coding
(1)
structure learning
(1)
feature selection
(1)
knowledge distillation
(1)
minimax optimality
(1)
markov decision process
(1)
time series
(1)
kalman filter
(1)
belief state
(1)
optimal policy
(1)
stochastic process
(1)
abstraction
(1)
privileged information
(1)
abstraction learning
(1)
Papers
DiPCAN: Distilling Privileged Information for Crowd-Aware Navigation
RSS 2022
Optimal Policies for Observing Time Series and Related Restless Bandit Problems
JMLR 2019
Minimax Optimal Bayes Mixtures for Memoryless Sources over Large Alphabets
ALT 2018
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures
AISTATS 2018
When are Kalman-Filter Restless Bandits Indexable?
NIPS 2015
Online Feature Selection for Model-based Reinforcement Learning
ICML 2013
Transferring Expectations in Model-based Reinforcement Learning
NIPS 2012