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Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
A bit about me
About me
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Posts
Future Blog Post
Published:
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
EpiMath Austria SEIR: A COVID-19 Compartment Model for Austria
Preprint, 2021-01-19
Modeling the spread of COVID-19 in Austria
Download here
The VRNetzer platform enables interactive network analysis in Virtual Reality
Nature Communications, 2021-01-19
3D interactive platform to explore biological networks
Download here
AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks
NeurIPS 2021, 2021-05-21
In which we refine the principle of Iterative Hard Thresholding to propose a simple and effective protocol for unstructured sparse training.
Download here
FLEA: Provably Fair Multisource Learning from Unreliable Training Data
Preprint, 2021-06-22
In which we propose a theoretically rigorous algorithm for detecting and eliminating malignant (perturbed) data in a multisource setup.
Download here
How Well Do Sparse ImageNet Models Transfer?
CVPR 2022, 2022-06-20
We investigate the effect of the pruning method on transfer learning.
Download here
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures
CVPR 2023, 2023-06-18
We demonstrate that ‘stereotyping’, i.e., amplifying feature correlations, increases with model sparsity, thus leading to increased bias.
Download here
SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks
ICML 2023, 2023-07-23
My groupmates found a way to do faster backpropagation through unstructured-sparsity weights.
Download here
Accurate Neural Network Pruning Requires Rethinking Sparse Optimization
TMLR, 2024-06-20
We show that, generally speaking, dense training settings are not optimal for sparse training for the same dataset/architecture.
Download here
Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning
ArXiv, 2024-06-24
We demonstrate the feasibility of training an e-mail composition assistant entirely on a consumer-grade GPU.
Download here
SPADE: Sparsity-Guided Debugging for Deep Neural Networks.
ICML 2024, 2024-07-21
We improve DNN interpretability by computing a sparse trace of an input through a model prior to running interpretability methods.
Download here
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.