Neha Gupta
10 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7)
π
Interdisciplinary Bridge
π
Century Club
(10)
β
The Questioner
Conferences
NIPS (4)
ICLR (3)
COLT (2)
EMNLP (1)
Top co-authors
Keywords
active learning
(2)
stochastic gradient descent
(1)
transfer learning
(1)
local learning
(1)
neural machine translation
(1)
sample complexity
(1)
multilingual pretraining
(1)
cascade classifier
(1)
distance estimation
(1)
label complexity
(1)
regression analysis
(1)
matrix computation
(1)
low-resource language
(1)
deep neural network
(1)
implicit regularization
(1)
matrix sensing
(1)
decision tree
(1)
ornstein-uhlenbeck process
(1)
stable rank
(1)
eigenvector computation
(1)
Papers
Faster Cascades via Speculative Decoding
ICLR 2025
Transformers: Leveraging OpenNMT and Transfer Learning for Low-Resource Indian Language Translation
EMNLP 2025
Learning to Reject Meets Long-tail Learning
ICLR 2024
Language Model Cascades: Token-Level Uncertainty And Beyond
ICLR 2024
When Does Confidence-Based Cascade Deferral Suffice?
NIPS 2023
Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck like process
COLT 2020
Estimating decision tree learnability with polylogarithmic sample complexity
NIPS 2020
Universal guarantees for decision tree induction via a higher-order splitting criterion
NIPS 2020
Active Local Learning
COLT 2020
Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression
NIPS 2018