Andrey Malinin
14 papers · 2016–2023 · 5 conferences · across top CS/AI conferences
Achievements
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(29)
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Keyword Pioneer
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Hot Topic Early Bird
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Topic Evolution
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Topic Pioneer
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Century Club
(14)
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Keyword Collector
(50)
β‘
Prolific Year
(6)
π₯
Unstoppable
(6)
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Trend Setter
Conferences
NIPS (5)
ICLR (3)
ACL (2)
EMNLP (2)
INTERSPEECH (2)
Top co-authors
Keywords
uncertainty quantification
(4)
uncertainty estimation
(3)
automatic speech recognition
(3)
dirichlet distribution
(2)
out-of-distribution detection
(2)
spoken language assessment
(2)
prior network
(2)
knowledge distillation
(1)
adversarial training
(1)
probabilistic modeling
(1)
neural machine translation
(1)
kl divergence
(1)
graph structure
(1)
outlier detection
(1)
bayesian inference
(1)
belief tracking
(1)
batch normalization
(1)
gaussian process
(1)
deep neural network
(1)
model uncertainty
(1)
Papers
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts
NIPS 2023
Uncertainty in Gradient Boosting via Ensembles
ICLR 2021
Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets
NIPS 2021
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance
EMNLP 2021
Uncertainty Estimation in Autoregressive Structured Prediction
ICLR 2021
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation
EMNLP 2021
On the Periodic Behavior of Neural Network Training with Batch Normalization and Weight Decay
NIPS 2021
Ensemble Approaches for Uncertainty in Spoken Language Assessment
INTERSPEECH 2020
Ensemble Distribution Distillation
ICLR 2020
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness
NIPS 2019
Predictive Uncertainty Estimation via Prior Networks
NIPS 2018
Impact of ASR Performance on Free Speaking Language Assessment
INTERSPEECH 2018
Incorporating Uncertainty into Deep Learning for Spoken Language Assessment
ACL 2017
Off-topic Response Detection for Spontaneous Spoken English Assessment
ACL 2016