Siddhartha Asthana

According to our database, Siddhartha Asthana authored at least 29 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MEGA: Multi-encoder GNN Architecture for Stronger Task Collaboration and Generalization.

Faraz Khoshbakhtian, Gaurav Oberoi, Dionne M. Aleman, Siddhartha Asthana

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

CASH via Optimal Diversity for Ensemble Learning.

Pranav Poduval, Sanjay Kumar Patnala, Gaurav Oberoi, Nitish Srivasatava, Siddhartha Asthana

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

SGD-MLP: Structure Generation and Distillation using a graph free MLP.

Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning.

Akshay Sethi, Sonia Gupta, Aakarsh Malhotra, Siddhartha Asthana

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

BipNRL: Mutual Information Maximization on Bipartite Graphs for Node Representation Learning.

Pranav Poduval, Gaurav Oberoi, Sangam Verma, Ayush Agarwal, Karamjit Singh, Siddhartha Asthana

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Auto-TabTransformer: Hierarchical Transformers for Self and Semi Supervised Learning in Tabular Data.

Akshay Sethi, Sonia Gupta, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana

Proceedings of the International Joint Conference on Neural Networks, 2023

INFRANET: Forecasting intermittent time series using DeepNet with parameterized conditional demand and size distribution.

Diksha Shrivastava, Sarthak Pujari, Yatin Katyal, Siddhartha Asthana, Chandrudu K, Aakashdeep Singh

Proceedings of the IEEE International Conference on Data Mining, 2023

Learning Temporal Representations of Bipartite Financial Graphs.

Pritam Kumar Nath, Govind Waghmare, Nikhil Tumbde, Nitish Kumar, Siddhartha Asthana

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022

Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes.

Govind Waghmare, Ankur Debnath, Siddhartha Asthana, Aakarsh Malhotra

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Adversarial Generation of Temporal Data: A Critique on Fidelity of Synthetic Data.

Ankur Debnath, Nitish Gupta, Govind Waghmare, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Temporal Debiasing using Adversarial Loss based GNN architecture for Crypto Fraud Detection.

Aditya Singh, Anubhav Gupta, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Modeling approaches for Silent Attrition prediction in Payment networks.

Lalasa Dheekollu, Hardik Wadhwa, Siddharth Vimal, Anubhav Gupta, Siddhartha Asthana, Ankur Arora, Smriti Gupta

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

CuRL: Coupled Representation Learning of Cards and Merchants to Detect Transaction Frauds.

Maitrey Gramopadhye, Shreyansh Singh, Kushagra Agarwal, Nitish Srivasatava, Alok Singh, Siddhartha Asthana, Ankur Arora

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

MeDML: Med-Dynamic Meta Learning - A multi-layered representation to identify provider fraud in healthcare.

Nitish Kumar, Deepak Chaurasiya, Alok Singh, Siddhartha Asthana, Kushagra Agarwal, Ankur Arora

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

2020

Pandemic spread prediction and healthcare preparedness through financial and mobility data.

Nidhi Mulay, Vikas Bishnoi, Himanshi Charotia, Siddhartha Asthana, Gaurav Dhama, Ankur Arora

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Deep Learning based Time Series Forecasting.

Kushagra Agarwal, Lalasa Dheekollu, Gaurav Dhama, Ankur Arora, Siddhartha Asthana, Tanmoy Bhowmik

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2016

A Real-Time IVR Platform for Community Radio.

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

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Adaptive framework for data transmission over GSM voice channel for developing regions.

Siddhartha Asthana, Pushpendra Singh, Shraddha Jain

Proceedings of the 7th International Conference on New Technologies, Mobility and Security, 2015

Maareech: Usability Testing Tool for Voice Response System Using XML Based User Models.

Siddhartha Asthana, Pushpendra Singh

Proceedings of the Design, User Experience, and Usability: Design Discourse, 2015

Data Driven Usability: A Case for Adaptive Interfaces in Voice Based Menu Systems.

Siddhartha Asthana, Pushpendra Singh

Proceedings of the 15th New Zealand Conference on Human-Computer Interaction, 2015

Survival Analysis: Objective assessment of Wait Time in HCI.

Siddhartha Asthana, Pushpendra Singh, Parul Gupta

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2013

MockTell: exploring challenges of user emulation in interactive voice response testing.

Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh

Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013

Airavat: an automated system to increase transparency and accountability in social welfare schemes in India.

Vivek Srinivasan, Vibhore Vardhan, Snigdha Kar, Siddhartha Asthana, Rajendran Narayanan, Pushpendra Singh, Dipanjan Chakraborty, Amarjeet Singh, Aaditeshwar Seth

Proceedings of the International conference on information and communication technologies and development, 2013

MVoice: a mobile based generic ICT tool.

Siddhartha Asthana, Pushpendra Singh

Proceedings of the International conference on information and communication technologies and development, 2013

Assessing Designs of Interactive Voice Response Systems for Better Usability.

Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh

Proceedings of the Design, User Experience, and Usability. Design Philosophy, Methods, and Tools, 2013

Exploring the usability of interactive voice response system's design.

Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh

Proceedings of the Annual Symposium on Computing for Development, 2013

A usability study of adaptive interfaces for interactive voice response system.

Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh

Proceedings of the Annual Symposium on Computing for Development, 2013

Design and evaluation of adaptive interfaces for IVR systems.

Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Exploring adverse effects of adaptive voice menu.

Siddhartha Asthana, Pushpendra Singh, Amarjeet Singh

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013