Siddhartha Asthana

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Bipartite Graph

Point Processes

Supervised Learning

Top Venues

Publications

Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana
SGD-MLP: Structure Generation and Distillation using a graph free MLP. COMAD/CODS (2024)
Pranav Poduval, Sanjay Kumar Patnala, Gaurav Oberoi, Nitish Srivasatava, Siddhartha Asthana
CASH via Optimal Diversity for Ensemble Learning. KDD (2024)
Pranav Poduval, Gaurav Oberoi, Sangam Verma, Ayush Agarwal, Karamjit Singh, Siddhartha Asthana
BipNRL: Mutual Information Maximization on Bipartite Graphs for Node Representation Learning. ECML/PKDD (4) (2023)
Diksha Shrivastava, Sarthak Pujari, Yatin Katyal, Siddhartha Asthana, Chandrudu K, Aakashdeep Singh
INFRANET: Forecasting intermittent time series using DeepNet with parameterized conditional demand and size distribution. ICDM (Workshops) (2023)
Akshay Sethi, Sonia Gupta, Aakarsh Malhotra, Siddhartha Asthana
Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning. ECML/PKDD (3) (2023)
Akshay Sethi, Sonia Gupta, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana
Auto-TabTransformer: Hierarchical Transformers for Self and Semi Supervised Learning in Tabular Data. IJCNN (2023)
Pritam Kumar Nath, Govind Waghmare, Nikhil Tumbde, Nitish Kumar, Siddhartha Asthana
Learning Temporal Representations of Bipartite Financial Graphs. ICAIF (2023)
Govind Waghmare, Ankur Debnath, Siddhartha Asthana, Aakarsh Malhotra
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes. CIKM (2022)
Govind Waghmare, Ankur Debnath, Siddhartha Asthana, Aakarsh Malhotra
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes. CoRR (2022)
Ankur Debnath, Nitish Gupta, Govind Waghmare, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora
Adversarial Generation of Temporal Data: A Critique on Fidelity of Synthetic Data. PKDD/ECML Workshops (1) (2021)
Aditya Singh, Anubhav Gupta, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora
Temporal Debiasing using Adversarial Loss based GNN architecture for Crypto Fraud Detection. ICMLA (2021)
Lalasa Dheekollu, Hardik Wadhwa, Siddharth Vimal, Anubhav Gupta, Siddhartha Asthana, Ankur Arora, Smriti Gupta
Modeling approaches for Silent Attrition prediction in Payment networks. ICMLA (2021)
Nitish Kumar, Deepak Chaurasiya, Alok Singh, Siddhartha Asthana, Kushagra Agarwal, Ankur Arora
MeDML: Med-Dynamic Meta Learning - A multi-layered representation to identify provider fraud in healthcare. FLAIRS Conference (2021)
Maitrey Gramopadhye, Shreyansh Singh, Kushagra Agarwal, Nitish Srivasatava, Alok Singh, Siddhartha Asthana, Ankur Arora
CuRL: Coupled Representation Learning of Cards and Merchants to Detect Transaction Frauds. ICANN (5) (2021)
Nidhi Mulay, Vikas Bishnoi, Himanshi Charotia, Siddhartha Asthana, Gaurav Dhama, Ankur Arora
Pandemic spread prediction and healthcare preparedness through financial and mobility data. ICMLA (2020)
Kushagra Agarwal, Lalasa Dheekollu, Gaurav Dhama, Ankur Arora, Siddhartha Asthana, Tanmoy Bhowmik
Deep Learning based Time Series Forecasting. ICMLA (2020)
Konstantinos Kazakos, Siddhartha Asthana, Madeline Balaam, Mona Duggal, Amey Holden, Limalemla Jamir, Nanda Kishore Kannuri, Saurabh Kumar, Amarendar Reddy Manindla, Subhashini Arcot Manikam, G. V. S. Murthy, Papreen Nahar, Peter Phillimore, Shreyaswi Sathyanath, Pushpendra Singh, Meenu Singh, Peter C. Wright, Deepika Yadav, Patrick Olivier
A Real-Time IVR Platform for Community Radio. CHI (2016)
Siddhartha Asthana, Pushpendra Singh, Parul Gupta
Survival Analysis: Objective assessment of Wait Time in HCI. CHI (2015)
Siddhartha Asthana, Pushpendra Singh, Shraddha Jain
Adaptive framework for data transmission over GSM voice channel for developing regions. NTMS (2015)
Siddhartha Asthana, Pushpendra Singh
Maareech: Usability Testing Tool for Voice Response System Using XML Based User Models. HCI (18) (2015)
Siddhartha Asthana, Pushpendra Singh
Data Driven Usability: A Case for Adaptive Interfaces in Voice Based Menu Systems. CHINZ (2015)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
Exploring adverse effects of adaptive voice menu. CHI Extended Abstracts (2013)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
A usability study of adaptive interfaces for interactive voice response system. ACM DEV (3) (2013)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
MockTell: exploring challenges of user emulation in interactive voice response testing. ICPE (2013)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
Design and evaluation of adaptive interfaces for IVR systems. CHI Extended Abstracts (2013)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
Assessing Designs of Interactive Voice Response Systems for Better Usability. HCI (9) (2013)
Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh
Exploring the usability of interactive voice response system's design. ACM DEV (3) (2013)
Vivek Srinivasan, Vibhore Vardhan, Snigdha Kar, Siddhartha Asthana, Rajendran Narayanan, Pushpendra Singh, Dipanjan Chakraborty, Amarjeet Singh, Aaditeshwar Seth
Airavat: an automated system to increase transparency and accountability in social welfare schemes in India. ICTD (2) (2013)
Siddhartha Asthana, Pushpendra Singh
MVoice: a mobile based generic ICT tool. ICTD (2) (2013)