Leena Chennuru Vankadara
9 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
NIPS (5)
ICLR (2)
JMLR (1)
UAI (1)
Top co-authors
Keywords
causal inference
(1)
dimensionality reduction
(1)
learning theory
(1)
metric learning
(1)
feature learning
(1)
non-convex optimization
(1)
transductive learning
(1)
ridge regression
(1)
hyperparameter transfer
(1)
neural network optimization
(1)
euclidean space
(1)
time series forecasting
(1)
rademacher complexity
(1)
classification accuracy
(1)
transductive inference
(1)
signal propagation
(1)
generalization bound
(1)
state space model
(1)
state-space model
(1)
neural network architecture
(1)
Papers
On Feature Learning in Structured State Space Models
NIPS 2024
Explaining Kernel Clustering via Decision Trees
ICLR 2024
$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling
NIPS 2024
Insights into Ordinal Embedding Algorithms: A Systematic Evaluation
JMLR 2023
Causal forecasting: generalization bounds for autoregressive models
UAI 2022
Interpolation and Regularization for Causal Learning
NIPS 2022
Graphon based Clustering and Testing of Networks: Algorithms and Theory
ICLR 2022
Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks
NIPS 2021
Measures of distortion for machine learning
NIPS 2018