C. Bayan Bruss
7 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π Conference Polyglot (3)
π
Triple Crown
β‘
Prolific Year
(5)
Conferences
ICML (3)
NIPS (3)
ICLR (1)
Top co-authors
Keywords
neural network
(2)
structured matrix
(1)
neural network training
(1)
feature selection
(1)
self-supervised learning
(1)
data augmentation
(1)
neural network optimization
(1)
efficient computing
(1)
label smoothing
(1)
class imbalance
(1)
image representation
(1)
deep learning model
(1)
graph transformer
(1)
language model
(1)
node classification
(1)
scaling law
(1)
mixture of expert
(1)
vision-language model
(1)
linear layer
(1)
compute-efficient scaling
(1)
Papers
Position: Supervised Classifiers Answer the Wrong Questions for OOD Detection
ICML 2025
Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices
NIPS 2024
Simplifying Neural Network Training Under Class Imbalance
NIPS 2023
Identifying Interpretable Subspaces in Image Representations
ICML 2023
GOAT: A Global Transformer on Large-scale Graphs
ICML 2023
Transfer Learning with Deep Tabular Models
ICLR 2023
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
NIPS 2023