Vivek Madan
4 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (2)
COLT (1)
ICLR (1)
Top co-authors
Keywords
language model
(2)
representation learning
(1)
transfer learning
(1)
domain adaptation
(1)
anomaly detection
(1)
text classification
(1)
language understanding
(1)
approximation algorithm
(1)
data selection
(1)
representation collapse
(1)
domain shift
(1)
local search
(1)
a-optimal design
(1)
task-adapted pre-training
(1)
d-optimal design
(1)
combinatorial optimization
(1)
task adapted pre-training
(1)
Papers
Representation Projection Invariance Mitigates Representation Collapse
EMNLP 2023
Donβt forget the nullspace! Nullspace occupancy as a mechanism for out of distribution failure
ICLR 2023
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection
EMNLP 2021
Combinatorial Algorithms for Optimal Design
COLT 2019