Vitaly Kuznetsov
14 papers · 2014–2019 · 7 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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(7)
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(13)
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Century Club
(14)
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(61)
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Trend Setter
Conferences
NIPS (5)
ICML (3)
COLT (2)
ACL (1)
AISTATS (1)
ALT (1)
INTERSPEECH (1)
Top co-authors
Keywords
online learning
(4)
time series forecasting
(3)
structured prediction
(3)
ensemble learning
(2)
learning theory
(2)
rademacher complexity
(2)
non-stationary time series
(2)
multi-class classification
(2)
deep learning
(1)
adaptive learning
(1)
model selection
(1)
neural architecture search
(1)
language model adaptation
(1)
theoretical analysis
(1)
speech recognition
(1)
structural learning
(1)
feature selection
(1)
time series
(1)
regret minimization
(1)
density estimation
(1)
Papers
Online Non-Additive Path Learning under Full and Partial Information
ALT 2019
Foundations of Sequence-to-Sequence Modeling for Time Series
AISTATS 2019
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses
NIPS 2018
AdaNet: Adaptive Structural Learning of Artificial Neural Networks
ICML 2017
Discriminative State Space Models
NIPS 2017
Learning N-Gram Language Models from Uncertain Data
INTERSPEECH 2016
Structured Prediction Theory Based on Factor Graph Complexity
NIPS 2016
Time series prediction and online learning
COLT 2016
On-Line Learning Algorithms for Path Experts with Non-Additive Losses
COLT 2015
Structural Maxent Models
ICML 2015
Learning Theory and Algorithms for Forecasting Non-stationary Time Series
NIPS 2015
Multi-Class Deep Boosting
NIPS 2014
Ensemble Methods for Structured Prediction
ICML 2014
Learning Ensembles of Structured Prediction Rules
ACL 2014