Kunal Dahiya

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 22

Top Topics

Machine Learning

Supervised Classifiers

Air Temperature

Top Venues

Publications

Sachin Yadav, Deepak Saini, Anirudh Buvanesh, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma
Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval. KDD (2024)
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
NGAME: Negative Mining-aware Mini-batching for Extreme Classification. WSDM (2023)
Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi
Mitigating Trade-Off in Unlicensed Network Optimization Through Machine Learning and Context Awareness. IEEE Access 11 (2023)
Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma
Deep Encoders with Auxiliary Parameters for Extreme Classification. KDD (2023)
Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma
Multi-modal Extreme Classification. CoRR (2023)
Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Hirozumi Yamaguchi, Aya Hagishima
Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters. SMARTCOMP (2022)
Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Hirozumi Yamaguchi, Aya Hagishima
Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters. CoRR (2022)
Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Aya Hagishima
Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters. SMC (2022)
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
NGAME: Negative Mining-aware Mini-batching for Extreme Classification. CoRR (2022)
Betty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Aya Hagishima
Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters. CoRR (2022)
Srikant Manas Kala, Kunal Dahiya, Vanlin Sathya, Teruo Higashino, Hirozumi Yamaguchi
LTE-LAA cell selection through operator data learning and numerosity reduction. Pervasive Mob. Comput. 83 (2022)
Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-Hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma
Multi-modal Extreme Classification. CVPR (2022)
Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi
Identification and Analysis of a Unique Cell Selection Phenomenon in Public Unlicensed Cellular Networks Through Machine Learning. IEEE Access 10 (2022)
Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels. ICML (2021)
Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi
Optimizing Unlicensed Coexistence Network Performance Through Data Learning. CoRR (2021)
Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma
DECAF: Deep Extreme Classification with Label Features. CoRR (2021)
Kunal Dahiya, Deepak Saini, Anshul Mittal, Ankush Shaw, Kushal Dave, Akshay Soni, Himanshu Jain, Sumeet Agarwal, Manik Varma
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents. CoRR (2021)
Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma
DECAF: Deep Extreme Classification with Label Features. WSDM (2021)
Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino, Hirozumi Yamaguchi
Optimizing Unlicensed Coexistence Network Performance Through Data Learning. MobiQuitous (2021)
Kunal Dahiya, Deepak Saini, Anshul Mittal, Ankush Shaw, Kushal Dave, Akshay Soni, Himanshu Jain, Sumeet Agarwal, Manik Varma
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents. WSDM (2021)
Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma
Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation. WSDM (2018)
Kunal Dahiya, Dinesh Singh, C. Krishna Mohan
Automatic detection of bike-riders without helmet using surveillance videos in real-time. IJCNN (2016)