Tanya Marwah
7 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10) π Academic Marathon (8)
π
Cross-Pollinator
(5)
π
Triple Crown
Conferences
ICLR (2)
ICML (2)
NIPS (2)
ICCV (1)
Top co-authors
Keywords
partial differential equation
(3)
representational power
(2)
curse of dimensionality
(2)
approximation theory
(1)
neural network approximation
(1)
fourier neural operator
(1)
barron norm
(1)
variational pde
(1)
representation perspective
(1)
neural network
(1)
deep equilibrium
(1)
parametric complexity
(1)
dirichlet boundary condition
(1)
steady-state pde
(1)
representation learning
(1)
nonlinear elliptic pde
(1)
gradient descent
(1)
fixed point
(1)
Papers
Towards characterizing the value of edge embeddings in Graph Neural Networks
ICML 2025
On the Benefits of Memory for Modeling Time-Dependent PDEs
ICLR 2025
Disentangling the Mechanisms Behind Implicit Regularization in SGD
ICLR 2023
Deep Equilibrium Based Neural Operators for Steady-State PDEs
NIPS 2023
Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective
ICML 2023
Parametric Complexity Bounds for Approximating PDEs with Neural Networks
NIPS 2021
Attentive Semantic Video Generation Using Captions
ICCV 2017