Ashish Khetan
14 papers · 2016–2023 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (10)
🏃
Academic Marathon
(7)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(10)
🔥
Unstoppable
(8)
💎
Century Club
(14)
🚀
Conference Pioneer
🗃️
Keyword Collector
(66)
Conferences
NIPS (5)
JMLR (3)
ACL (2)
EMNLP (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
language model
(3)
rank aggregation
(3)
matrix completion
(2)
spectral gap
(2)
schatten norm
(2)
model compression
(2)
generative model
(2)
low-rank matrix
(2)
singular value
(2)
ordinal preference
(2)
pairwise comparison
(2)
computational tradeoff
(2)
learning to rank
(2)
efficient computing
(1)
neural network optimization
(1)
anomaly detection
(1)
natural language understanding
(1)
transformer efficiency
(1)
domain adaptation
(1)
active learning
(1)
Papers
Representation Projection Invariance Mitigates Representation Collapse
EMNLP 2023
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection
ACL 2022
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection
EMNLP 2021
schuBERT: Optimizing Elements of BERT
ACL 2020
Spectrum Estimation from a Few Entries
JMLR 2019
Robustness of conditional GANs to noisy labels
NIPS 2018
PacGAN: The power of two samples in generative adversarial networks
NIPS 2018
Learning From Noisy Singly-labeled Data
ICLR 2018
Generalized Rank-Breaking: Computational and Statistical Tradeoffs
JMLR 2018
Matrix Norm Estimation from a Few Entries
NIPS 2017
Achieving budget-optimality with adaptive schemes in crowdsourcing
NIPS 2016
Data-driven Rank Breaking for Efficient Rank Aggregation
ICML 2016
Data-driven Rank Breaking for Efficient Rank Aggregation
JMLR 2016
Computational and Statistical Tradeoffs in Learning to Rank
NIPS 2016