Nilesh Kumar
3 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Learning Types
(2)
Models
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Paradigms
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Probability
(1)
Keywords
unsupervised learning
(1)
representation learning
(1)
continual learning
(1)
multi-task learning
(1)
probabilistic modeling
(1)
variational inference
(1)
model evaluation
(1)
neural network optimization
(1)
probability calibration
(1)
generative model
(1)
disentangled representation
(1)
physics-informed neural network
(1)
partial differential equation
(1)
language model
(1)
output probability
(1)
systematic bia
(1)
option ordering
(1)
numeric context
(1)
task sampler
(1)