Search Results - "Dahiya, Kunal"

Mitigating Trade-Off in Unlicensed Network Optimization Through Machine Learning and Context Awareness by Kala, Srikant Manas, Sathya, Vanlin, Dahiya, Kunal, Higashino, Teruo, Yamaguchi, Hirozumi

“…Unlicensed cellular networks are being deployed worldwide by cellular operators to meet the rising data demands. However, the unlicensed band has existing…”
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Identification and Analysis of a Unique Cell Selection Phenomenon in Public Unlicensed Cellular Networks Through Machine Learning by Kala, Srikant Manas, Sathya, Vanlin, Dahiya, Kunal, Higashino, Teruo, Yamaguchi, Hirozumi

“…Cellular operators deploy 4G License Assisted Access (LAA) and 5G NR-U base stations in the unlicensed spectrum to enhance overall network capacity. This work…”
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Estimations of Wind-Generated Effects on a Regular Tower of Varying Cross-Sectional Shape by Paswan, Abhishek Prakash, Jayant, Bhagya, Rukhaiyar, Ark, Dahiya, Kunal, Raj, Ritu, Meena, Rahul Kumar

“…Tall Buildings are coming up all around the world since the land availability in the plan shape is limited hence irregular plan cross-sectional shape are…”
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The Challenge of Multiple Thermal Comfort Prediction Models: Is TSV Enough? by Lala, Betty, Biju, Amogh, Vanshita, Rastogi, Anmol, Dahiya, Kunal, Kala, Srikant Manas, Hagishima, Aya

“…Classroom thermal comfort has a direct effect on student health and educational outcomes. However, measuring thermal comfort (TC) is a non-trivial task. It is…”
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Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters by Lala, Betty, Kala, Srikant Manas, Rastogi, Anmol, Dahiya, Kunal, Hagishima, Aya

“…Indoor thermal comfort in smart buildings has a significant impact on the health and performance of occupants. Consequently, machine learning (ML) is…”
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Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters by Lala, Betty, Kala, Srikant Manas, Rastogi, Anmol, Dahiya, Kunal, Yamaguchi, Hirozumi, Hagishima, Aya

“…Thermal comfort in indoor environments has an enormous impact on the health, well-being, and performance of occupants. Given the focus on energy efficiency and…”
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LTE-LAA cell selection through operator data learning and numerosity reduction by Kala, Srikant Manas, Dahiya, Kunal, Sathya, Vanlin, Higashino, Teruo, Yamaguchi, Hirozumi

“…Long Term Evolution-Licensed Assisted Access (LTE-LAA) architecture is markedly different from traditional LTE HetNets. LTE-LAA deployments also have to…”
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CFD simulations for evaluating the wind effects on high-rise buildings having varying cross-sectional shape by Rukhaiyar, Ark, Jayant, Bhagya, Dahiya, Kunal, Meena, Rahul Kumar, Raj, Ritu

“…PurposeIn this study the comparison is presented for the variation in cross-sectional shape along the height of the building model. For this purpose Model B…”
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Multi-modal Extreme Classification by Mittal, Anshul, Dahiya, Kunal, Malani, Shreya, Ramaswamy, Janani, Kuruvilla, Seba, Ajmera, Jitendra, Chang, Keng-Hao, Agarwal, Sumeet, Kar, Purushottam, Varma, Manik

“…This paper develops the MUFIN technique for extreme classification (XC) tasks with millions of labels where data-points and labels are endowed with visual and…”
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Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss by Dahiya, Kunal, Ortego, Diego, Jiménez, David

“…Extreme Multi-label Classification (XMC) methods predict relevant labels for a given query in an extremely large label space. Recent works in XMC address this…”
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Automatic detection of bike-riders without helmet using surveillance videos in real-time by Dahiya, Kunal, Singh, Dinesh, Mohan, C. Krishna

“…In this paper, we propose an approach for automatic detection of bike-riders without helmet using surveillance videos in real time. The proposed approach first…”
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Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters by Lala, Betty, Kala, Srikant Manas, Rastogi, Anmol, Dahiya, Kunal, Hagishima, Aya

“…Indoor thermal comfort in smart buildings has a significant impact on the health and performance of occupants. Consequently, machine learning (ML) is…”
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Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters by Lala, Betty, Kala, Srikant Manas, Rastogi, Anmol, Dahiya, Kunal, Yamaguchi, Hirozumi, Hagishima, Aya

“…Thermal comfort in indoor environments has an enormous impact on the health, well-being, and performance of occupants. Given the focus on energy efficiency and…”
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Multi-modal Extreme Classification by Mittal, Anshul, Dahiya, Kunal, Malani, Shreya, Ramaswamy, Janani, Kuruvilla, Seba, Ajmera, Jitendra, Chang, Keng-hao, Agarwal, Sumeet, Kar, Purushottam, Varma, Manik

“…Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 This paper develops the MUFIN technique for extreme…”
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Optimizing Unlicensed Coexistence Network Performance Through Data Learning by Kala, Srikant Manas, Sathya, Vanlin, Dahiya, Kunal, Higashino, Teruo, Yamaguchi, Hirozumi

“…Unlicensed LTE-WiFi coexistence networks are undergoing consistent densification to meet the rising mobile data demands. With the increase in coexistence…”
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DECAF: Deep Extreme Classification with Label Features by Mittal, Anshul, Dahiya, Kunal, Agrawal, Sheshansh, Saini, Deepak, Agarwal, Sumeet, Kar, Purushottam, Varma, Manik

“…Web Search and Data Mining 2021 Extreme multi-label classification (XML) involves tagging a data point with its most relevant subset of labels from an…”
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DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents by Dahiya, Kunal, Saini, Deepak, Mittal, Anshul, Shaw, Ankush, Dave, Kushal, Soni, Akshay, Jain, Himanshu, Agarwal, Sumeet, Varma, Manik

“…Web Search and Data Mining 2021 Scalability and accuracy are well recognized challenges in deep extreme multi-label learning where the objective is to train…”
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NGAME: Negative Mining-aware Mini-batching for Extreme Classification by Dahiya, Kunal, Gupta, Nilesh, Saini, Deepak, Soni, Akshay, Wang, Yajun, Dave, Kushal, Jiao, Jian, K, Gururaj, Dey, Prasenjit, Singh, Amit, Hada, Deepesh, Jain, Vidit, Paliwal, Bhawna, Mittal, Anshul, Mehta, Sonu, Ramjee, Ramachandran, Agarwal, Sumeet, Kar, Purushottam, Varma, Manik

“…Extreme Classification (XC) seeks to tag data points with the most relevant subset of labels from an extremely large label set. Performing deep XC with dense,…”
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Mitigating Trade-Off in Unlicensed Network Optimization Through Machine Learning and Context Awareness by Kala, Srikant Manas, Sathya, Vanlin, Dahiya, Kunal, Higashino, Teruo, Yamaguchi, Hirozumi

“…Unlicensed cellular networks are being deployed worldwide by cellular operators to meet the rising data demands. However, the unlicensed band has existing…”
Get full text