Cenk Baykal
9 papers · 2017–2023 · 3 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
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Topic Evolution
Venues
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(5)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Architectures
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Foundations
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
knowledge distillation
(3)
unlabeled data
(2)
neural network optimization
(2)
semi-supervised learning
(2)
network architecture
(1)
importance sampling
(1)
motion planning
(1)
mixture of expert
(1)
theoretical analysis
(1)
efficient inference
(1)
computational efficiency
(1)
formal verification
(1)
generalization bound
(1)
halfspace learning
(1)
asymptotic optimality
(1)
sample complexity
(1)
approximation algorithm
(1)
convolutional neural network
(1)
neural network compression
(1)
active learning
(1)
Papers
Alternating Updates for Efficient Transformers
NeurIPS 2023
Robust Active Distillation
ICLR 2023
SLaM: Student-Label Mixing for Distillation with Unlabeled Examples
NeurIPS 2023
A Theoretical View on Sparsely Activated Networks
NeurIPS 2022
Weighted Distillation with Unlabeled Examples
NeurIPS 2022
Provable Filter Pruning for Efficient Neural Networks
ICLR 2020
Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds
ICLR 2019
Sampling-Based Approximation Algorithms for Reachability Analysis with Provable Guarantees
RSS 2018
Asymptotically Optimal Design of Piecewise Cylindrical Robots using Motion Planning
RSS 2017