Grzegorz Swirszcz
9 papers · 2009–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (15) π Cross-Pollinator (10) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π§¬
Topic Evolution
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Trend Setter
Conferences
NIPS (3)
AISTATS (2)
CVPR (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
neural network optimization
(2)
group lasso
(2)
neural network
(2)
knowledge distillation
(2)
variable selection
(2)
feature selection
(1)
logistic regression
(1)
orthogonal matching pursuit
(1)
matching pursuit
(1)
knowledge transfer
(1)
policy learning
(1)
deep learning
(1)
video classification
(1)
group sparsity
(1)
gradient estimation
(1)
model parallelism
(1)
function approximation
(1)
sparse regression
(1)
neural network training
(1)
deep reinforcement learning
(1)
Papers
Stepping on the Edge: Curvature Aware Learning Rate Tuners
NIPS 2024
Gradient Forward-Propagation for Large-Scale Temporal Video Modelling
CVPR 2021
Sideways: Depth-Parallel Training of Video Models
CVPR 2020
Verification of Non-Linear Specifications for Neural Networks
ICLR 2019
Distilling Policy Distillation
AISTATS 2019
Understanding Synthetic Gradients and Decoupled Neural Interfaces
ICML 2017
Sobolev Training for Neural Networks
NIPS 2017
Group Orthogonal Matching Pursuit for Logistic Regression
AISTATS 2011
Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction
NIPS 2009