Enric Boix Adsera
3 papers · 2019–2023 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
stochastic gradient descent
(2)
active learning
(1)
neural tangent kernel
(1)
global convergence
(1)
sample complexity
(1)
linear methods
(1)
experimental design
(1)
time complexity
(1)
causal graph
(1)
bayesian prior
(1)
two-layer neural network
(1)
neural network
(1)
mean-field regime
(1)
sparse function
(1)
saddle-to-saddle dynamics
(1)
leap complexity
(1)
causal inference
(1)
binary input
(1)
Papers
SGD learning on neural networks: leap complexity and saddle-to-saddle dynamics
COLT 2023
The merged-staircase property: a necessary and nearly sufficient condition for SGD learning of sparse functions on two-layer neural networks
COLT 2022
Sample Efficient Active Learning of Causal Trees
NeurIPS 2019