Alireza F. Pour
3 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(14)
Conferences
ALT (1)
COLT (1)
NIPS (1)
Top co-authors
Research topics
Keywords
sample complexity
(2)
pac learning
(1)
uniform convergence
(1)
stochastic process
(1)
hypothesis class
(1)
generalization bound
(1)
recurrent neural network
(1)
local differential privacy
(1)
distribution estimation
(1)
interactive algorithm
(1)
sigmoid activation
(1)
hypothesis selection
(1)
learning paradigm
(1)
data-dependent learning
(1)
Papers
A Novel Data-Dependent Learning Paradigm for Large Hypothesis Classes
ALT 2026
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity
COLT 2024
On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences
NIPS 2023