Lisheng Ren
9 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(7)
🌉
Interdisciplinary Bridge
🏆
Keyword Champion
(2)
Conferences
NIPS (4)
ICML (3)
AISTATS (1)
COLT (1)
Top co-authors
Keywords
statistical query
(3)
pac learning
(3)
statistical query lower bound
(2)
agnostic learning
(2)
massart noise
(2)
single neuron
(2)
gaussian marginal
(2)
learning with error
(2)
cryptographic hardness
(2)
learning theory
(2)
xor formula
(1)
non-gaussian component analysis
(1)
adversarial label noise
(1)
relu regression
(1)
chi-squared divergence
(1)
computational complexity
(1)
reliable learning
(1)
halfspace learning
(1)
moment matching
(1)
gaussian distribution
(1)
Papers
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise
ICML 2025
Faster Algorithms for Agnostically Learning Disjunctions and their Implications
COLT 2025
Fast Co-Training under Weak Dependence via Stream-Based Active Learning
ICML 2024
Reliable Learning of Halfspaces under Gaussian Marginals
NIPS 2024
Near-Optimal Cryptographic Hardness of Agnostically Learning Halfspaces and ReLU Regression under Gaussian Marginals
ICML 2023
SQ Lower Bounds for Non-Gaussian Component Analysis with Weaker Assumptions
NIPS 2023
Hardness of Learning a Single Neuron with Adversarial Label Noise
AISTATS 2022
SQ Lower Bounds for Learning Single Neurons with Massart Noise
NIPS 2022
Cryptographic Hardness of Learning Halfspaces with Massart Noise
NIPS 2022