Kunal Dahiya

According to our database, Kunal Dahiya authored at least 16 papers between 2016 and 2024.

Collaborative distances:

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

2024

Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss.

Kunal Dahiya, Diego Ortego, David Jiménez

CoRR, 2024

Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval.

Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma

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

2023

Mitigating Trade-Off in Unlicensed Network Optimization Through Machine Learning and Context Awareness.

Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi

IEEE Access, 2023

NGAME: Negative Mining-aware Mini-batching for Extreme Classification.

Kunal Dahiya, Nilesh Gupta, Deepak Saini, Akshay Soni, Yajun Wang, Kushal Dave, Jian Jiao, Gururaj K, Prasenjit Dey, Amit Singh, Deepesh Hada, Vidit Jain, Bhawna Paliwal, Anshul Mittal, Sonu Mehta, Ramachandran Ramjee, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Deep Encoders with Auxiliary Parameters for Extreme Classification.

Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

LTE-LAA cell selection through operator data learning and numerosity reduction.

Srikant Manas Kala, Kunal Dahiya, Vanlin Sathya, Teruo Higashino, Hirozumi Yamaguchi

Pervasive Mob. Comput., 2022

Identification and Analysis of a Unique Cell Selection Phenomenon in Public Unlicensed Cellular Networks Through Machine Learning.

Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi

IEEE Access, 2022

Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters.

Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Aya Hagishima

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters.

Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Hirozumi Yamaguchi, Aya Hagishima

Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

Multi-modal Extreme Classification.

Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Ann Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

DECAF: Deep Extreme Classification with Label Features.

Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the WSDM '21, 2021

DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents.

Kunal Dahiya, Deepak Saini, Anshul Mittal, Ankush Shaw, Kushal Dave, Akshay Soni, Himanshu Jain, Sumeet Agarwal, Manik Varma

Proceedings of the WSDM '21, 2021

Optimizing Unlicensed Coexistence Network Performance Through Data Learning.

Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021

SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels.

Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the 38th International Conference on Machine Learning, 2021

2018

Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation.

Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

2016

Automatic detection of bike-riders without helmet using surveillance videos in real-time.

Kunal Dahiya, Dinesh Singh, C. Krishna Mohan

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016