Kumar Avinava Dubey
22 papers
· 2014–2025
· 6 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(44)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
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Conference Polyglot
(6)
π
Academic Marathon
(11)
π§
Keyword Pioneer
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Renaissance Researcher
(5)
π₯
Mega-Team
(55)
π₯
Unstoppable
(6)
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Century Club
(22)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(87)
Conferences
NIPS (9)
AISTATS (5)
ICLR (4)
ICML (2)
CORL (1)
EMNLP (1)
Top co-authors
Keywords
kernel approximation
(2)
hierarchical clustering
(2)
softmax kernel
(2)
fourier transform
(2)
transformer architecture
(2)
gaussian kernel
(2)
variance reduction
(2)
random feature
(2)
bayesian nonparametrics
(1)
graph theory
(1)
metric learning
(1)
relation extraction
(1)
question answering
(1)
language modeling
(1)
parameter estimation
(1)
bayesian inference
(1)
learning theory
(1)
point cloud
(1)
neural network optimization
(1)
approximate inference
(1)
Papers
Fundamental Limits of Perfect Concept Erasure
AISTATS 2025
Scalable Neural Network Kernels
ICLR 2024
A Fourier Approach to Mixture Learning
NIPS 2022
DAG-Structured Clustering by Nearest Neighbors
AISTATS 2021