Amitabh Basu
5 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (16) π Academic Marathon (6)
π
Cross-Pollinator
(13)
π
Conference Pioneer
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
neural network
(3)
mixed-integer optimization
(2)
sample complexity
(2)
relu activation
(1)
tropical geometry
(1)
cut selection
(1)
cutting plane
(1)
cut generating function
(1)
branch-and-bound tree
(1)
branch-and-cut algorithm
(1)
function representation
(1)
depth bound
(1)
gomory mixed-integer cut
(1)
integer programming
(1)
algorithm selection
(1)
Papers
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut
NIPS 2024
Learning Cut Generating Functions for Integer Programming
NIPS 2024
A Universal Transfer Theorem for Convex Optimization Algorithms Using Inexact First-order Oracles
ICML 2024
Towards Lower Bounds on the Depth of ReLU Neural Networks
NIPS 2021
Understanding Deep Neural Networks with Rectified Linear Units
ICLR 2018