Dr. Kunal Dhaiya
Machine Learning Researcher
PhD, IIT Delhi.
- 1.The extreme classification repository: multi-label datasets & codeBhatia, Kush, Kunal Dahiya, Himanshu Jain, Anshul Mittal, Yashoteja Prabhu, and Manik Varma. "The extreme classification repository: Multi-label datasets and code."URL http://manikvarma.org/downloads/XC/XMLRepository. html (2016).2.Automatic detection of bike-riders without helmet using surveillance videos in real-timeKunal Dahiya, Dinesh Singh and C. Krishna Mohan, "Automatic detection of bike-riders without helmet using surveillance videos in real-time," IJCNN 20163.Deepxml: A deep extreme multi-label learning framework applied to short text documentsKunal Dahiya, Deepak Saini, Anshul Mittal, Ankush Shaw, Kushal Dave, Akshay Soni, Himanshu Jain, Sumeet Agarwal, and Manik Varma. DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents. WSDM 2021. https://doi.org/10.1145/3437963.34418104.Decaf: Deep extreme classification with label featuresAnshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, and Manik Varma. DECAF: Deep Extreme Classification with Label Features. WSDM 2021. https://doi.org/10.1145/3437963.34418075.Siamesexml: Siamese networks meet extreme classifiers with 100m labelsKunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar and Manik Varma. SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels. ICML 2021.6.Ngame: Negative mining-aware mini-batching for extreme classificationKunal 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, and Manik Varma. NGAME: Negative Mining-aware Mini-batching for Extreme Classification. WSDM 2023 https://doi.org/10.1145/3539597.35703927.Multi-modal extreme classificationAnshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar and Manik Varma. Multi-modal extreme classification. CVPR 2022.8.Identification and analysis of a unique cell selection phenomenon in public unlicensed cellular networks through machine learningSrikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino and Hirozumi Yamaguchi. "Identification and Analysis of a Unique Cell Selection Phenomenon in Public Unlicensed Cellular Networks Through Machine Learning," in IEEE Access, vol. 10, pp. 87282-87301, 2022, DOI: 10.1109/ACCESS.2022.3199409.9.LTE-LAA cell selection through operator data learning and numerosity reductionSrikant Manas Kala, Kunal Dahiya, Vanlin Sathya, Teruo Higashino and Hirozumi Yamaguchi. LTE-LAA cell selection through operator data learning and numerosity reduction.Pervasive and Mobile Computing, Volume 83, 2022, 101586, ISSN 1574-1192. https://doi.org/10.1016/j.pmcj.2022.101586.10.Building matters: Spatial variability in machine learning based thermal comfort prediction in wintersBetty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya, Hirozumi Yamaguchi and Aya Hagishima. "Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters". SMARTCOMP 2022. DOI: 10.1109/SMARTCOMP55677.2022.0007811.The Challenge of Multiple Thermal Comfort Prediction Models: Is TSV Enough?Betty Lala, Amogh Biju, Vanshita, Anmol Rastogi, Kunal Dahiya, Srikant Manas Kala and Aya Hagishima. The Challenge of Multiple Thermal Comfort Prediction Models: Is TSV Enough? Buildings 2023, 13, 890. https://doi.org/10.3390/buildings1304089012.Deep encoders with auxiliary parameters for extreme classificationKunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, and Manik Varma. Deep Encoders with Auxiliary Parameters for Extreme Classification. KDD 2023. https://doi.org/10.1145/3580305.359930113.Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in WintersBetty Lala, Srikant Manas Kala, Anmol Rastogi, Kunal Dahiya and Aya Hagishima. "Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters". IEEE SMC 2024. DOI: 10.1109/SMC53654.2022.9945533.14.Mitigating Trade-Off in Unlicensed Network Optimization Through Machine Learning and Context AwarenessSrikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino and Hirozumi Yamaguchi, "Mitigating Trade-Off in Unlicensed Network Optimization Through Machine Learning and Context Awareness". IEEE Access, vol. 11, pp. 7873-7891, 2023, DOI: 10.1109/ACCESS.2023.323588215.Extreme multi-label learning with label features for warm-start tagging, ranking &recommendationYashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, and Manik Varma. Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation. WSDM 2018.16.Optimizing unlicensed coexistence network performance through data learningSrikant Manas Kala, Vanlin Sathya, Kunal Dahiya, Teruo Higashino and Hirozumi Yamaguchi. Optimizing Unlicensed Coexistence Network Performance Through Data Learning.MobiQuitous 2021. https://doi.org/10.1007/978-3-030-94822-1_8
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- 1.Scalable Visual Computing ApplicationsDahiya, K., & Mohan, C. K. (2016). Scalable Visual Computing Applications (Doctoral dissertation, IIT HYDERABAD).