Jakub Marecek
6 papers · 2019–2025 · 3 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 (17) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Application Areas
(2)
Methods
(2)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Keywords
linear dynamical system
(2)
time series forecasting
(2)
robust optimization
(1)
neural network training
(1)
online learning
(1)
semidefinite programming
(1)
convex optimization
(1)
change detection
(1)
explainable ai
(1)
continuous optimization
(1)
low-rank approximation
(1)
kalman filter
(1)
mixed integer programming
(1)
coordinate descent
(1)
likelihood estimation
(1)
matrix completion
(1)
low-rank matrix
(1)
implicit differentiation
(1)
generative model
(1)
regret bound
(1)
Papers
Generating Likely Counterfactuals Using Sum-Product Networks
ICLR 2025
Taming Binarized Neural Networks and Mixed-Integer Programs
AAAI 2024
Fairness in Forecasting and Learning Linear Dynamical Systems
AAAI 2021
Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise
AAAI 2020
Entropy-Penalized Semidefinite Programming
IJCAI 2019
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters
AAAI 2019