Aanchal Mongia

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Collaborative Filtering

Factorization Method

Matrix Completion

Latent Factor Models

Top Venues

J. Comput. Biol.

Signal Process.

Publications

Hatairat Yingtaweesittikul, Jiaxi Wu, Aanchal Mongia, Rafael Peres, Karrie Ko, Niranjan Nagarajan, Chayaporn Suphavilai
CREAMMIST: an integrative probabilistic database for cancer drug response prediction. Nucleic Acids Res. 51 (D1) (2023)
Aanchal Mongia, Émilie Chouzenoux, Angshul Majumdar
Computational Prediction of Drug-Disease Association Based on Graph-Regularized One Bit Matrix Completion. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Aanchal Mongia, Stuti Jain, Émilie Chouzenoux, Angshul Majumdar
DeepVir: Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning - Application to COVID-19. J. Comput. Biol. 29 (5) (2022)
Divyanshu Talwar, Aanchal Mongia, Émilie Chouzenoux, Angshul Majumdar
Binary matrix completion on graphs: Application to collaborative filtering. Digit. Signal Process. 122 (2022)
Aanchal Mongia, Angshul Majumdar
Matrix completion on learnt graphs: Application to collaborative filtering. Expert Syst. Appl. 185 (2021)
Aanchal Mongia, Debarka Sengupta, Angshul Majumdar
deepMc: Deep Matrix Completion for Imputation of Single-Cell RNA-seq Data. J. Comput. Biol. 27 (7) (2020)
Aanchal Mongia, Vidit Jain, Angshul Majumdar
Deep Matrix Factorization on Graphs: Application to Collaborative Filtering. ICONIP (4) (2020)
Aanchal Mongia, Angshul Majumdar
Deep Matrix Completion on Graphs: Application in Drug Target Interaction Prediction. ICASSP (2020)
Aanchal Mongia, Neha Jhamb, Émilie Chouzenoux, Angshul Majumdar
Deep latent factor model for collaborative filtering. Signal Process. 169 (2020)
Aanchal Mongia, Stuti Jain, Émilie Chouzenoux, Angshul Majumdar
DeepVir - Graphical Deep Matrix Factorization for "In Silico" Antiviral Repositioning: Application to COVID-19. CoRR (2020)
Aanchal Mongia, Angshul Majumdar
Matrix completion on multiple graphs: Application in collaborative filtering. Signal Process. 165 (2019)
Aanchal Mongia, Vidit Jain, Émilie Chouzenoux, Angshul Majumdar
Deep Latent Factor Model for Predicting Drug Target Interactions. ICASSP (2019)
Aanchal Mongia, Neha Jhamb, Émilie Chouzenoux, Angshul Majumdar
Deep Latent Factor Model for Collaborative Filtering. CoRR (2019)
Aanchal Mongia, Venkata M. V. Gunturi, Vinayak Naik
Detecting activities at metro stations using smartphone sensors. COMSNETS (2018)