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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Zooming Into the Darknet: Characterizing Internet Background Radiation and its Structural Changes



Michalis Kallitsis , Vasant Honavar , Rupesh Prajapati , Dinghao Wu , John Yen

* 30 pages, 14 tables, 12 figures, arXiv.org perpetual, non-exclusive license 

   Access Paper or Ask Questions

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals



Tsung-Yu Hsieh , Suhang Wang , Yiwei Sun , Vasant Honavar


   Access Paper or Ask Questions

A Causal Lens for Peeking into Black Box Predictive Models: Predictive Model Interpretation via Causal Attribution



Aria Khademi , Vasant Honavar


   Access Paper or Ask Questions

Longitudinal Deep Kernel Gaussian Process Regression



Junjie Liang , Yanting Wu , Dongkuan Xu , Vasant Honavar


   Access Paper or Ask Questions

Towards Robust Relational Causal Discovery



Sanghack Lee , Vasant Honavar

* Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, UAI 2019 
* 14 pages 

   Access Paper or Ask Questions

Algorithmic Bias in Recidivism Prediction: A Causal Perspective



Aria Khademi , Vasant Honavar

* Accepted for publication at the Thirty Fourth AAAI conference on Artificial Intelligence (AAAI-20) 

   Access Paper or Ask Questions

LMLFM: Longitudinal Multi-Level Factorization Machine



Junjie Liang , Dongkuan Xu , Yiwei Sun , Vasant Honavar

* Thirty-Fourth AAAI Conference on Artificial Intelligence, accepted 

   Access Paper or Ask Questions

1
2
3
>>