Igor Molybog
4 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (10) π₯ Mega-Team Β· Squad
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Conference Pioneer
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Research topics
Keywords
semidefinite programming
(1)
convex optimization
(1)
compressive sensing
(1)
instruction tuning
(1)
convex relaxation
(1)
system identification
(1)
positive semidefinite matrix
(1)
matrix completion
(1)
robust estimation
(1)
rank minimization
(1)
conic optimization
(1)
matrix rank
(1)
sampling complexity
(1)
continual pre-training
(1)
position encoding
(1)
low-rank matrix sensing
(1)
long context
(1)
adversarial error
(1)
lifting technique
(1)
burer-monteiro factorization
(1)
Papers
Effective Long-Context Scaling of Foundation Models
NAACL 2024
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points
ICML 2023
Conic Optimization for Quadratic Regression Under Sparse Noise
JMLR 2020
On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem
AAAI 2019