Cenk Baykal
9 papers · 2017–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
NIPS (4)
ICLR (3)
RSS (2)
Top co-authors
Keywords
model compression
(1)
motion planning
(1)
semi-supervised learning
(1)
network architecture
(1)
knowledge distillation
(1)
efficient inference
(1)
neural network optimization
(1)
theoretical analysis
(1)
computational efficiency
(1)
formal verification
(1)
asymptotic optimality
(1)
approximation algorithm
(1)
mixture of expert
(1)
approximation theory
(1)
sparse neural network
(1)
robot manipulator
(1)
inference latency
(1)
autonomous system
(1)
unlabeled datum
(1)
teacher-student model
(1)
Papers
Robust Active Distillation
ICLR 2023
SLaM: Student-Label Mixing for Distillation with Unlabeled Examples
NIPS 2023
Alternating Updates for Efficient Transformers
NIPS 2023
A Theoretical View on Sparsely Activated Networks
NIPS 2022
Weighted Distillation with Unlabeled Examples
NIPS 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