Burak Bartan
7 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge
π
Cross-Pollinator
(8)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
ICML (3)
ICLR (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
convex optimization
(2)
dimensionality reduction
(1)
metric learning
(1)
neural network training
(1)
semidefinite programming
(1)
distributed optimization
(1)
adaptive sampling
(1)
global optimization
(1)
fisher discriminant analysis
(1)
variance reduction
(1)
second-order optimization
(1)
determinantal point process
(1)
memory optimization
(1)
edge computing
(1)
neural network embedding
(1)
adaptive importance sampling
(1)
constraint programming
(1)
propositional formula
(1)
model counting
(1)
second order optimization
(1)
Papers
Neural DAG Scheduling via One-Shot Priority Sampling
ICLR 2023
Moccasin: Efficient Tensor Rematerialization for Neural Networks
ICML 2023
Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time
ICML 2022
Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions
ICLR 2022
Training Quantized Neural Networks to Global Optimality via Semidefinite Programming
ICML 2021
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization
NIPS 2020
Adaptive Hashing for Model Counting
UAI 2019