Karamjit Singh

According to our database, Karamjit Singh authored at least 24 papers between 2014 and 2023.

Collaborative distances:

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

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

2022

FLiB: Fair Link Prediction in Bipartite Network.

Piyush Kansal, Nitish Kumar, Sangam Verma, Karamjit Singh, Pranav Pouduval

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Temporal Graph Learning for Financial World: Algorithms, Scalability, Explainability & Fairness.

Nitendra Rajput, Karamjit Singh

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

CaPE: Category Preserving Embeddings for Similarity-Search in Financial Graphs.

Gaurav Oberoi, Pranav Poduval, Karamjit Singh, Sangam Verma, Pranay Gupta

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

2021

Semi-supervised Learning for Marked Temporal Point Processes.

Shivshankar Reddy, Anand Vir Singh Chauhan, Maneet Singh, Karamjit Singh

CoRR, 2021

Deviation-Based Marked Temporal Point Process for Marker Prediction.

Anand Vir Singh Chauhan, Shivshankar Reddy, Maneet Singh, Karamjit Singh, Tanmoy Bhowmik

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Table Structure Recognition Using CoDec Encoder-Decoder.

Bhanupriya Pegu, Maneet Singh, Aakash Agarwal, Aniruddha Mitra, Karamjit Singh

Proceedings of the Document Analysis and Recognition, 2021

TeGraF: temporal and graph based fraudulent transaction detection framework.

Shivshankar Reddy, Pranav Poduval, Anand Vir Singh Chauhan, Maneet Singh, Sangam Verma, Karamjit Singh, Tanmoy Bhowmik

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

MoDest: Multi-module Design Validation for Documents.

Bhanupriya Pegu, Maneet Singh, Kamal Kant, Karamjit Singh, Tanmoy Bhowmik

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

MUFin'21: First International Workshop on Modelling Uncertainty in the Financial World.

Srikanta Bedathur, Tanmoy Bhowmik, Nitendra Rajput, Karamjit Singh, Maneet Singh

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Label-Value Extraction from Documents Using Co-SSL Framework.

Sai Abhishek Sara, Maneet Singh, Bhanupriya Pegu, Karamjit Singh

Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

2018

CIKM AnalytiCup 2017 Lazada Product Title Quality Challenge An Ensemble of Deep and Shallow Learning to predict the Quality of Product Titles.

Karamjit Singh, Vishal Sunder

CoRR, 2018

Comparative benchmarking of causal discovery algorithms.

Karamjit Singh, Garima Gupta, Vartika Tewari, Gautam Shroff

Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018

2017

Crop Planning using Stochastic Visual Optimization.

Gunjan Sehgal, Bindu Gupta, Kaushal Paneri, Karamjit Singh, Geetika Sharma, Gautam Shroff

CoRR, 2017

Comparative Benchmarking of Causal Discovery Techniques.

Karamjit Singh, Garima Gupta, Vartika Tewari, Gautam Shroff

CoRR, 2017

Deep Convolutional Neural Networks for Pairwise Causality.

Karamjit Singh, Garima Gupta, Lovekesh Vig, Gautam Shroff, Puneet Agarwal

CoRR, 2017

Minimally-Supervised Attribute Fusion for Data Lakes.

Karamjit Singh, Garima Gupta, Gautam Shroff, Puneet Agarwal

CoRR, 2017

Automated Product-Attribute Mapping.

Karamjit Singh, Garima Gupta, Gautam Shroff, Puneet Agarwal

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

Visual Statistical Analysis of Environmental Sensor Data.

Bindu Gupta, Kaushal Paneri, Gunjan Sehgal, Karamjit Singh, Geetika Sharma, Gautam Shroff

Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

2016

Visual Bayesian fusion to navigate a data lake.

Karamjit Singh, Kaushal Paneri, Aditeya Pandey, Garima Gupta, Geetika Sharma, Puneet Agarwal, Gautam Shroff

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

Group-Based Pricing to Shape Demand in Real-Time Electricity Markets.

Rahul Agrawal, Anirban Chakraborti, Karamjit Singh, Gautam Shroff, Venkatesh Sarangan

Proceedings of the Multi-Agent Systems and Agreement Technologies, 2015

Predictive reliability mining for early warnings in populations of connected machines.

Karamjit Singh, Gautam Shroff, Puneet Agarwal

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Warranty Cost Estimation Using Bayesian Network.

Karamjit Singh, Puneet Agarwal, Gautam Shroff

CoRR, 2014

Prescriptive information fusion.

Gautam Shroff, Puneet Agarwal, Karamjit Singh, Auon Haidar Kazmi, Sapan Shah, Avadhut Sardeshmukh

Proceedings of the 17th International Conference on Information Fusion, 2014