Akil Narayan
6 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Core Methods
(4)
Optimization & Theory
(4)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
gaussian process
(2)
model-agnostic meta-learning
(1)
active learning
(1)
few-shot learning
(1)
bayesian inference
(1)
temporal dynamics
(1)
gaussian processes
(1)
embedding learning
(1)
optimal transport
(1)
conditional generation
(1)
tensor decomposition
(1)
gradient descent
(1)
posterior inference
(1)
tensor factorization
(1)
nonparametric inference
(1)
kronecker product
(1)
multi-armed bandit
(1)
diffusion model
(1)
acquisition function
(1)
physics-informed neural network
(1)
Papers
Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation
ICML 2025
Multi-Resolution Active Learning of Fourier Neural Operators
AISTATS 2024
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks
ICML 2023
Meta-Learning with Adjoint Methods
AISTATS 2023
Bayesian Continuous-Time Tucker Decomposition
ICML 2022
Nonparametric Embeddings of Sparse High-Order Interaction Events
ICML 2022