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Debabrota Basu
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1

Concentrated Differential Privacy for Bandits:

, In: 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML),
Azize, Achraf ; Basu, Debabrota - p. 78-109 , 2024
Link: https://doi.org/10.1109/..
 
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2

"How Biased are Your Features?": Computing Fairness Influen..:

, In: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency,
Ghosh, Bishwamittra ; Basu, Debabrota ; Meel, Kuldeep S. - p. 138-148 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

On Meritocracy in Optimal Set Selection:

, In: Equity and Access in Algorithms, Mechanisms, and Optimization,
Kleine Buening, Thomas ; Segal, Meirav ; Basu, Debabrota.. - p. 1-14 , 2022
Link: https://dl.acm.org/doi/1..
 
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4

Federated Learning of Oligonucleotide Drug Molecule Thermod..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Tavara, Shirin ; Schliep, Alexander ; Basu, Debabrota - p. 459-467 , 2021
Link: https://doi.org/10.1007/..
 
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5

UDO: universal database optimization using reinforcement le..:

Wang, Junxiong ; Trummer, Immanuel ; Basu, Debabrota
Proceedings of the VLDB Endowment.  14 (2021)  13 - p. 3402-3414 , 2021
Link: https://doi.org/10.14778..
 
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6

Demonstrating UDO: A Unified Approach for Optimizing Transa..:

, In: Proceedings of the 2021 International Conference on Management of Data,
Wang, Junxiong ; Trummer, Immanuel ; Basu, Debabrota - p. 2794-2797 , 2021
Link: https://dl.acm.org/doi/1..
 
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7

Deep Learning for Deep Waters: An Expert-in-the-Loop Machin..:

Ryazanov, Igor ; Nylund, Amanda T. ; Basu, Debabrota..
Journal of Marine Science and Engineering.  9 (2021)  2 - p. 169 , 2021
Link: https://doi.org/10.3390/..
 
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8

BelMan: An Information-Geometric Approach to Stochastic Ban..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Basu, Debabrota ; Senellart, Pierre ; Bressan, Stéphane - p. 167-183 , 2020
Link: https://doi.org/10.1007/..
 
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9

Construction and Random Generation of Hypergraphs with Pres..:

, In: Lecture Notes in Computer Science; Database and Expert Systems Applications,
Arafat, Naheed Anjum ; Basu, Debabrota ; Decreusefond, Laurent. - p. 130-145 , 2020
Link: https://doi.org/10.1007/..
 
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10

Differential Privacy at Risk: Bridging Randomness and Priva..:

Dandekar, Ashish ; Basu, Debabrota ; Bressan, Stéphane
Proceedings on Privacy Enhancing Technologies.  2021 (2020)  1 - p. 64-84 , 2020
Link: https://doi.org/10.2478/..
 
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11

Differentially Private Non-parametric Machine Learning as a..:

, In: Lecture Notes in Computer Science; Database and Expert Systems Applications,
Dandekar, Ashish ; Basu, Debabrota ; Bressan, Stéphane - p. 189-204 , 2019
Link: https://doi.org/10.1007/..
 
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12

Topological Data Analysis with $$\epsilon $$-net Induced La..:

, In: Lecture Notes in Computer Science; Database and Expert Systems Applications,
Arafat, Naheed Anjum ; Basu, Debabrota ; Bressan, Stéphane - p. 376-392 , 2019
Link: https://doi.org/10.1007/..
 
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13

Learn-as-you-go with Megh: Efficient Live Migration of Virt..:

Basu, Debabrota ; Wang, Xiayang ; Hong, Yang..
IEEE Transactions on Parallel and Distributed Systems.  30 (2019)  8 - p. 1786-1801 , 2019
Link: https://doi.org/10.1109/..
 
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14

Privacy as a Service: Publishing Data and Models:

, In: Database Systems for Advanced Applications; Lecture Notes in Computer Science,
Dandekar, Ashish ; Basu, Debabrota ; Kister, Thomas... - p. 557-561 , 2019
Link: https://doi.org/10.1007/..
 
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15

Differential Privacy for Regularised Linear Regression:

, In: Lecture Notes in Computer Science; Database and Expert Systems Applications,
Dandekar, Ashish ; Basu, Debabrota ; Bressan, Stéphane - p. 483-491 , 2018
Link: https://doi.org/10.1007/..
 
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