Publications

@workshop{DBLP:journals/corr/abs-2006-13070,

title = {Normalizing Flows Across Dimensions},

author = {Edmond Cunningham and Renos Zabounidis and Abhinav Agrawal and Madalina Fiterau and Daniel Sheldon},

url = {https://invertibleworkshop.github.io/accepted_papers/pdfs/40.pdf},

year  = {2020},

date = {2020-07-18},

booktitle = {International Conference on Machine Learning (ICML) Workshops 2020},

publisher = {ICML 2020 Inductive biases, invariances and generalization in RL (BIG) workshop},

keywords = {},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{DBLP:journals/corr/abs-2007-09445,

title = {Structure Mapping for Transferability of Causal Models},

author = {Purva Pruthi and Javier González and Xiaoyu Lu and Madalina Fiterau},

url = {https://arxiv.org/abs/2007.09445},

year  = {2020},

date = {2020-07-18},

booktitle = {International Conference on Machine Learning (ICML) Workshops 2020},

journal = {International Conference on Machine Learning (ICML) Workshops 2020},

publisher = {ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models},

keywords = {},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{DBLP:journals/corr/abs-1906-04231,

title = {Alzheimer's Disease Brain MRI Classification: Challenges and Insights},

author = {Yi Ren Fung and Ziqiang Guan and Ritesh Kumar and Yeahuay Joie Wu and Madalina Fiterau},

url = {http://arxiv.org/abs/1906.04231},

year  = {2019},

date = {2019-08-17},

booktitle = {IJCAI ARIAL Workshop},

keywords = {},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{DBLP:conf/cvpr/GhoseDBCFR19,

title = {Pedestrian Detection in Thermal Images Using Saliency Maps},

author = {Debasmita Ghose and Shasvat Mukeshkumar Desai and Sneha Bhattacharya and Deep Chakraborty and Madalina Fiterau and Tauhidur Rahman},

url = {http://openaccess.thecvf.com/content_CVPRW_2019/html/PBVS/Ghose_Pedestrian_Detection_in_Thermal_Images_Using_Saliency_Maps_CVPRW_2019_paper.html},

year  = {2019},

date = {2019-06-16},

booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2019},

pages = {988--997},

publisher = {Computer Vision Foundation},

keywords = {},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{ICMLTS19:gssmmpp,

title = {Generative Sequential Stochastic Model for Marked Point Processes},

author = {Abhishek Sharma and Aritra Ghosh and Madalina Fiterau},

url = {http://roseyu.com/time-series-workshop/submissions/2019/timeseries-ICML19_paper_49.pdf},

year  = {2019},

date = {2019-06-15},

booktitle = {International Conference on Machine Learning (ICML) Workshops 2019},

publisher = {ICML Time Series Workshop},

keywords = {},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{ICMLTS19:mass,

title = {Multi-resolution Attention with Signal Splitting for Multivariate Time Series Classification},

author = {Rheeya Uppaal and Bryon Kucharski and Bhanu Pratap and Iman Deznabi and Madalina Fiterau},

url = {http://roseyu.com/time-series-workshop/submissions/2019/timeseries-ICML19_paper_55.pdf},

year  = {2019},

date = {2019-06-15},

booktitle = {International Conference on Machine Learning (ICML) Workshops 2019},

publisher = {ICML Time Series Workshop},

keywords = {},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{DBLP:journals/corr/abs-1906-11356,

title = {Personalized Student Stress Prediction with Deep Multitask Network},

author = {Abhinav Shaw and Natcha Simsiri and Iman Deznaby and Madalina Fiterau and Tauhidur Rahman},

url = {http://arxiv.org/abs/1906.11356},

year  = {2019},

date = {2019-06-15},

booktitle = {International Conference on Machine Learning (ICML) Workshops 2019},

journal = {International Conference on Machine Learning (ICML) Workshops 2019},

publisher = {ICML Adaptive and Multitask Learning Workshop},

keywords = {},

pubstate = {published},

tppubtype = {workshop}

}