Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders

Dec 01, 2020
Zahra Atashgahi, Ghada Sokar, Tim van der Lee, Elena Mocanu, Decebal Constantin Mocanu, Raymond Veldhuis, Mykola Pechenizkiy

* 29 pages 

  Access Paper or Ask Questions

ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic

Nov 30, 2020
Sahithya Ravi, Samaneh Khoshrou, Mykola Pechenizkiy


  Access Paper or Ask Questions

Bridging the Performance Gap between FGSM and PGD Adversarial Training

Nov 07, 2020
Tianjin Huang, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy


  Access Paper or Ask Questions

ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection on Attributed Networks

Sep 30, 2020
Yulong Pei, Tianjin Huang, Werner van Ipenburg, Mykola Pechenizkiy


  Access Paper or Ask Questions

SpaceNet: Make Free Space For Continual Learning

Jul 15, 2020
Ghada Sokar, Decebal Constantin Mocanu, Mykola Pechenizkiy

* 10 pages 

  Access Paper or Ask Questions

Topological Insights into Sparse Neural Networks

Jul 04, 2020
Shiwei Liu, Tim Van der Lee, Anil Yaman, Zahra Atashgahi, Davide Ferraro, Ghada Sokar, Mykola Pechenizkiy, Decebal Constantin Mocanu

* 17 pages, 17 pages 

  Access Paper or Ask Questions

Topological Insights in Sparse Neural Networks

Jun 24, 2020
Shiwei Liu, Tim Van der Lee, Anil Yaman, Zahra Atashgahi, Davide Ferraro, Ghada Sokar, Mykola Pechenizkiy, Decebal Constantin Mocanu

* 17 pages, 17 pages 

  Access Paper or Ask Questions

Knowledge Elicitation using Deep Metric Learning and Psychometric Testing

Apr 14, 2020
Lu Yin, Vlado Menkovski, Mykola Pechenizkiy

* 16 pages, 11 figures 

  Access Paper or Ask Questions

Novelty Producing Synaptic Plasticity

Feb 10, 2020
Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George Fletcher, Mykola Pechenizkiy


  Access Paper or Ask Questions

Causal Discovery from Incomplete Data: A Deep Learning Approach

Jan 15, 2020
Yuhao Wang, Vlado Menkovski, Hao Wang, Xin Du, Mykola Pechenizkiy


  Access Paper or Ask Questions

BSDAR: Beam Search Decoding with Attention Reward in Neural Keyphrase Generation

Sep 17, 2019
Iftitahu Ni'mah, Vlado Menkovski, Mykola Pechenizkiy


  Access Paper or Ask Questions

Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison

Aug 02, 2019
Masoud Mansoury, Bamshad Mobasher, Robin Burke, Mykola Pechenizkiy

* Workshop on Recommendation in Multi-Stakeholder Environments (RMSE) at ACM RecSys 2019, Copenhagen, Denmark 

  Access Paper or Ask Questions

Case-Based Reasoning for Assisting Domain Experts in Processing Fraud Alerts of Black-Box Machine Learning Models

Jul 07, 2019
Hilde J. P. Weerts, Werner van Ipenburg, Mykola Pechenizkiy

* Will be published in proceedings of KDD workshop on Anomaly Detection in Finance 2019 

  Access Paper or Ask Questions

A Human-Grounded Evaluation of SHAP for Alert Processing

Jul 07, 2019
Hilde J. P. Weerts, Werner van Ipenburg, Mykola Pechenizkiy

* Will be published in proceedings of KDD workshop on Explainable AI 2019 (KDD-XAI) 

  Access Paper or Ask Questions

On improving deep learning generalization with adaptive sparse connectivity

Jun 27, 2019
Shiwei Liu, Decebal Constantin Mocanu, Mykola Pechenizkiy

* ICML 2019 Workshop on Understanding and Improving Generalization in Deep Learning 

  Access Paper or Ask Questions

Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data

Apr 30, 2019
Xin Du, Lei Sun, Wouter Duivesteijn, Alexander Nikolaev, Mykola Pechenizkiy


  Access Paper or Ask Questions

Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions

Apr 02, 2019
Anil Yaman, Decebal Constantin Mocanu, Giovanni Iacca, Matt Coler, George Fletcher, Mykola Pechenizkiy


  Access Paper or Ask Questions

Learning with Delayed Synaptic Plasticity

Mar 22, 2019
Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George Fletcher, Mykola Pechenizkiy

* GECCO2019 

  Access Paper or Ask Questions

Intrinsically Sparse Long Short-Term Memory Networks

Jan 26, 2019
Shiwei Liu, Decebal Constantin Mocanu, Mykola Pechenizkiy

* 9 pages, 8 figures and 4 tables 

  Access Paper or Ask Questions

Sparse evolutionary Deep Learning with over one million artificial neurons on commodity hardware

Jan 26, 2019
Shiwei Liu, Decebal Constantin Mocanu, Amarsagar Reddy Ramapuram Matavalam, Yulong Pei, Mykola Pechenizkiy

* 14 pages 

  Access Paper or Ask Questions

Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN

Dec 02, 2018
Wenting Xiong, Iftitahu Ni'mah, Juan M. G. Huesca, Werner van Ipenburg, Jan Veldsink, Mykola Pechenizkiy

* NIPS 2018 Workshop on Challenges and Opportunities for AI in Financial Services: the Impact of Fairness, Explainability, Accuracy, and Privacy, Montr\'eal, Canada 

  Access Paper or Ask Questions

Controversy Rules - Discovering Regions Where Classifiers (Dis-)Agree Exceptionally

Aug 22, 2018
Oren Zeev-Ben-Mordehai, Wouter Duivesteijn, Mykola Pechenizkiy

* 10 pages 

  Access Paper or Ask Questions

On Formalizing Fairness in Prediction with Machine Learning

May 28, 2018
Pratik Gajane, Mykola Pechenizkiy


  Access Paper or Ask Questions

struc2gauss: Structure Preserving Network Embedding via Gaussian Embedding

May 25, 2018
Yulong Pei, Xin Du, Jianpeng Zhang, George Fletcher, Mykola Pechenizkiy


  Access Paper or Ask Questions

Limited Evaluation Cooperative Co-evolutionary Differential Evolution for Large-scale Neuroevolution

May 06, 2018
Anil Yaman, Decebal Constantin Mocanu, Giovanni Iacca, George Fletcher, Mykola Pechenizkiy


  Access Paper or Ask Questions

Rule-based Emotion Detection on Social Media: Putting Tweets on Plutchik's Wheel

Dec 15, 2014
Erik Tromp, Mykola Pechenizkiy


  Access Paper or Ask Questions

Predictive User Modeling with Actionable Attributes

Dec 23, 2013
Indre Zliobaite, Mykola Pechenizkiy


  Access Paper or Ask Questions