Adrianna Janik

16 papers A* 1B 2Misc 2Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Certification for Differentially Private Prediction in Gradient-Based Training. ICML Matthew Wicker, Philip Sosnin, Igor Shilov, Adrianna Janik, Mark Niklas Müller, Yves-Alexandre de Montjoye, Adrian Weller, Calvin Tsay
2024	J	`jnl`	Certificates of Differential Privacy and Unlearning for Gradient-Based Training. CoRR Matthew Wicker, Philip Sosnin, Adrianna Janik, Mark Niklas Müller, Adrian Weller, Calvin Tsay
2024	J	`jnl`	Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings. Expert Syst. Appl. Samuele Buosi, Mohan Timilsina, Adrianna Janik, Luca Costabello, Maria Torrente, Mariano Provencio, Dirk Fey, Vít Novácek
2023	B	`conf`	Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient. IJCNN Mohan Timilsina, Samuele Buosi, Adrianna Janik, Pasquale Minervini, Luca Costabello, Maria Torrente, Mariano Provencio, Virginia Calvo, Carlos Camps, Ana L. Ortega, Bartomeu Massutí, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Vít Novácek
2023	J	`jnl`	Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer. J. Biomed. Informatics Mohan Timilsina, Dirk Fey, Samuele Buosi, Adrianna Janik, Luca Costabello, Enric Carcereny, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Pasquale Minervini, Maria Torrente, Mariano Provencio, Vít Novácek
2022	J	`jnl`	Discovering Concepts in Learned Representations using Statistical Inference and Interactive Visualization. CoRR Adrianna Janik, Kris Sankaran
2022	J	`jnl`	Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples. CoRR Adrianna Janik, Luca Costabello
2022	Misc	`conf`	Integration of Clinical Information and Imputed Aneuploidy Scores to Enhance Relapse Prediction in Early Stage Lung Cancer Patients. AMIA Mohan Timilsina, Samuele Bousi, Dirk Fey, Adrianna Janik, Maria Torrente, Mariano Provencio, Alberto Bermúdez, Enric Carcereny, Luca Costabello, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Maria Guirado, Pasquale Minervini, Vít Novácek
2022	J	`jnl`	Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients. CoRR Adrianna Janik, Maria Torrente, Luca Costabello, Virginia Calvo, Brian Walsh, Carlos Camps, Sameh K. Mohamed, Ana L. Ortega, Vít Novácek, Bartomeu Massutí, Pasquale Minervini, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Ernestina Menasalvas, Mohan Timilsina, Mariano Provencio
2022	J	`jnl`	Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data. CoRR Adrianna Janik, Kris Sankaran
2022	—	`conf`	Unsupervised Customer Segmentation with Knowledge Graph Embeddings. WWW (Companion Volume) Sumit Pai, Fiona Brennan, Adrianna Janik, Teutly Correia, Luca Costabello
2021	J	`jnl`	Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset. CoRR Adrianna Janik, Jonathan Dodd, Georgiana Ifrim, Kris Sankaran, Kathleen M. Curran
2021	B	`conf`	Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge dataset. Image Processing Adrianna Janik, Jonathan Dodd, Georgiana Ifrim, Kris Sankaran, Kathleen M. Curran
2021	Misc	`conf`	On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer. AMIA Sameh K. Mohamed, Brian Walsh, Mohan Timilsina, Vít Novácek, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pontus Stenetorp, Pasquale Minervini
2019	—	`conf`	Interpreting Black-Box Semantic Segmentation Models in Remote Sensing Applications. MLVis@EuroVis Adrianna Janik, Kris Sankaran, Anthony Ortiz
2016	—	`conf`	Estimation of Travel Time in the City Based on Intelligent Transportation System Traffic Data with the Use of Neural Networks. DepCoS-RELCOMEX Piotr Ciskowski, Adrianna Janik, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Andrzej Rusiecki