Anant Sahai
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge
🧭
Keyword Pioneer
❓
The Questioner
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
multiclass classification
(2)
generalization bound
(2)
linear model
(2)
structural risk minimization
(1)
adversarial setting
(1)
support vector machine
(1)
regret bound
(1)
loss function
(1)
least square
(1)
overparameterized model
(1)
overparameterized learning
(1)
online supervised learning
(1)
model selection
(1)
contextual tree expert
(1)
asymptotic analysis
(1)
generalization error
(1)
Papers
Provable weak-to-strong generalization via benign overfitting
ICLR 2025
Precise asymptotic generalization for multiclass classification with overparameterized linear models
NIPS 2023
Generalization for multiclass classification with overparameterized linear models
NIPS 2022
Classification vs regression in overparameterized regimes: Does the loss function matter?
JMLR 2021
Best of many worlds: Robust model selection for online supervised learning
AISTATS 2019