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Asthana, Siddhartha
31  results:
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1

SGD-MLP: Structure Generation and Distillation using a grap..:

, In: Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD),
Patnala, Sanjay Kumar ; B G, Sumedh ; Sethi, Akshay.. - p. 64-72 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Auto-TabTransformer: Hierarchical Transformers for Self and..:

, In: 2023 International Joint Conference on Neural Networks (IJCNN),
Sethi, Akshay ; Gupta, Sonia ; Agarwal, Ayush.. - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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3

Learning Temporal Representations of Bipartite Financial Gr..:

, In: Proceedings of the Fourth ACM International Conference on AI in Finance,
Nath, Pritam Kumar ; Waghmare, Govind ; Tumbde, Nikhil.. - p. 202-209 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

INFRANET: Forecasting intermittent time series using DeepNe..:

, In: 2023 IEEE International Conference on Data Mining Workshops (ICDMW),
Shrivastava, Diksha ; Pujari, Sarthak ; Katyal, Yatin... - p. 1591-1599 , 2023
Link: https://doi.org/10.1109/..
 
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5

BipNRL: Mutual Information Maximization on Bipartite Graphs..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Poduval, Pranav ; Oberoi, Gaurav ; Verma, Sangam... - p. 728-743 , 2023
Link: https://doi.org/10.1007/..
 
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6

Learning Representations for Bipartite Graphs Using Multi-t..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Sethi, Akshay ; Gupta, Sonia ; Malhotra, Aakarsh. - p. 19-35 , 2023
Link: https://doi.org/10.1007/..
 
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7

Modeling Inter-Dependence Between Time and Mark in Multivar..:

, In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management,
Waghmare, Govind ; Debnath, Ankur ; Asthana, Siddhartha. - p. 1986-1995 , 2022
Link: https://dl.acm.org/doi/1..
 
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8

Adversarial Generation of Temporal Data: A Critique on Fide..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Debnath, Ankur ; Gupta, Nitish ; Waghmare, Govind... - p. 306-321 , 2021
Link: https://doi.org/10.1007/..
 
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9

MeDML: Med-Dynamic Meta Learning - A multi-layered represen..:

Arora, Ankur ; Agarwal, Kushagra ; Asthana, Siddhartha...
The International FLAIRS Conference Proceedings.  34 (2021)  1 - p. , 2021
Link: https://doi.org/10.32473..
 
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10

Deep Learning-Based Time Series Forecasting:

, In: Advances in Intelligent Systems and Computing; Deep Learning Applications, Volume 3,
Agarwal, Kushagra ; Dheekollu, Lalasa ; Dhama, Gaurav... - p. 151-169 , 2021
Link: https://doi.org/10.1007/..
 
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11

CuRL: Coupled Representation Learning of Cards and Merchant..:

, In: Lecture Notes in Computer Science; Artificial Neural Networks and Machine Learning – ICANN 2021,
Gramopadhye, Maitrey ; Singh, Shreyansh ; Agarwal, Kushagra... - p. 16-29 , 2021
Link: https://doi.org/10.1007/..
 
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12

A Real-Time IVR Platform for Community Radio:

, In: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems,
Kazakos, Konstantinos ; Asthana, Siddhartha ; Balaam, Madeline... - p. 343-354 , 2016
Link: https://dl.acm.org/doi/1..
 
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13

Survival Analysis : Objective assessment of Wait Time in..:

, In: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems,
Asthana, Siddhartha ; Singh, Pushpendra ; Gupta, Parul - p. 367-376 , 2015
Link: https://dl.acm.org/doi/1..
 
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14

Data Driven Usability : A Case for Adaptive Interfaces i..:

, In: Proceedings of the 15th New Zealand Conference on Human-Computer Interaction,
Asthana, Siddhartha ; Singh, Pushpendra - p. 57-64 , 2015
Link: https://dl.acm.org/doi/1..
 
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15

Design and evaluation of adaptive interfaces for IVR system:

, In: CHI '13 Extended Abstracts on Human Factors in Computing Systems,
Asthana, Siddhartha ; Singh, Pushpendra ; Singh, Amarjeet - p. 1713-1718 , 2013
Link: https://dl.acm.org/doi/1..
 
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