Vivek Madan
4 papers · 2019–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Core Methods
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
language model
(2)
representation learning
(2)
transfer learning
(1)
domain adaptation
(1)
anomaly detection
(1)
text classification
(1)
out-of-distribution generalization
(1)
language understanding
(1)
greedy algorithm
(1)
approximation algorithm
(1)
data selection
(1)
representation collapse
(1)
approximation guarantee
(1)
domain shift
(1)
local search
(1)
a-optimal design
(1)
neural network
(1)
task-adapted pre-training
(1)
combinatorial optimization
(1)
d-optimal design
(1)
Papers
Don’t forget the nullspace! Nullspace occupancy as a mechanism for out of distribution failure
ICLR 2023
Representation Projection Invariance Mitigates Representation Collapse
EMNLP 2023
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection
EMNLP 2021
Combinatorial Algorithms for Optimal Design
COLT 2019