Aurko Roy
8 papers · 2016–2021 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver
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Conference Pioneer
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Renaissance Researcher
(6)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(4)
Learning Types
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Core Methods
(3)
Mathematics & Optimization
(2)
Applications
(2)
Architectures
(2)
Models
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
hierarchical clustering
(2)
integer linear programming
(2)
spreading metrics
(2)
approximation algorithm
(2)
sparsest cut
(2)
data augmentation
(1)
question answering
(1)
neural machine translation
(1)
text generation
(1)
document retrieval
(1)
paraphrase generation
(1)
vector quantization
(1)
value iteration
(1)
policy iteration
(1)
graph partitioning
(1)
autoregressive model
(1)
variational autoencoder
(1)
decision boundary
(1)
model-free reinforcement learning
(1)
sequence model
(1)
Papers
Hurdles to Progress in Long-form Question Answering
NAACL 2021
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer
ICLR 2019
Unsupervised Paraphrasing without Translation
ACL 2019
Fast Decoding in Sequence Models Using Discrete Latent Variables
ICML 2018
Thermometer Encoding: One Hot Way To Resist Adversarial Examples
ICLR 2018
Hierarchical Clustering via Spreading Metrics
JMLR 2017
Reinforcement Learning under Model Mismatch
NeurIPS 2017
Hierarchical Clustering via Spreading Metrics
NeurIPS 2016