Aditi Krishnapriyan
4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11)
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Hot Topic Early Bird
Conferences
AISTATS (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
uncertainty quantification
(2)
differential equation
(2)
variational inference
(2)
loss landscape
(1)
gaussian process
(1)
spike-and-slab prior
(1)
kernel regression
(1)
sequence-to-sequence learning
(1)
physics-informed neural network
(1)
partial differential equation
(1)
physics-informed learning
(1)
equation discovery
(1)
scientific machine learning
(1)
operator selection
(1)
curriculum regularization
(1)
loss landscape optimization
(1)
bayesian inference
(1)
curriculum learning
(1)
Papers
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels
AISTATS 2024
Learning differentiable solvers for systems with hard constraints
ICLR 2023
AutoIP: A United Framework to Integrate Physics into Gaussian Processes
ICML 2022
Characterizing possible failure modes in physics-informed neural networks
NIPS 2021