Thiago Serra
6 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(16)
π
Keyword Champion
(2)
π
Trend Setter
Conferences
AAAI (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
neural network pruning
(3)
model compression
(3)
mixed-integer programming
(2)
linear region
(2)
rectifier network
(2)
piecewise linear
(2)
deep neural network
(1)
weight pruning
(1)
mixed-integer linear programming
(1)
decision diagram
(1)
unstructured pruning
(1)
activation pattern
(1)
maxout network
(1)
optimal brain surgeon
(1)
neural network
(1)
mathematical programming
(1)
neural network expressiveness
(1)
recall distortion
(1)
deep rectifier network
(1)
mixed-integer linear
(1)
Papers
Optimal Decision Diagrams for Classification
AAAI 2023
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm
NIPS 2022
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks
ICML 2022
Scaling Up Exact Neural Network Compression by ReLU Stability
NIPS 2021
Empirical Bounds on Linear Regions of Deep Rectifier Networks
AAAI 2020
Bounding and Counting Linear Regions of Deep Neural Networks
ICML 2018