Puqian Wang
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(9)
🌉
Interdisciplinary Bridge
Conferences
COLT (2)
ICML (2)
NIPS (2)
Top co-authors
Research topics
Keywords
sample complexity
(3)
gaussian distribution
(2)
statistical query
(2)
adversarial label noise
(2)
robust learning
(2)
learning theory
(2)
single-index model
(1)
margin halfspace
(1)
local error bound
(1)
l2 loss
(1)
neural network
(1)
hermite coefficient
(1)
information-computation tradeoff
(1)
agnostic learning
(1)
classification noise
(1)
halfspace learning
(1)
relu activation
(1)
single neuron
(1)
Papers
Robustly Learning Monotone Generalized Linear Models via Data Augmentation
COLT 2025
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
NIPS 2024
Robustly Learning Single-Index Models via Alignment Sharpness
ICML 2024
Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise
NIPS 2023
Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise
COLT 2023
Robustly Learning a Single Neuron via Sharpness
ICML 2023