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2020 – today
- 2024
[c29]Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja:
Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms. AAAI 2024: 22913-22919- [c28]Soumyabrata Pal, Milind Tambe, Arun Sai Suggala, Karthikeyan Shanmugam, Aparna Taneja:
Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection. AAMAS 2024: 1540-1548 - [c27]Sanket Shah, Arun Sai Suggala, Milind Tambe, Aparna Taneja:
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning. AAMAS 2024: 1701-1709 - [c26]Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe:
Towards Zero Shot Learning in Restless Multi-armed Bandits. AAMAS 2024: 2618-2620 - [c25]Gargi Singh, Milind Tambe, Aparna Taneja:
Towards Fairness constrained Restless Multi-Armed Bandits: a Case Study of Maternal and child Care Domain. Tiny Papers @ ICLR 2024 - [c24]Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe:
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization. IJCAI 2024: 321-329 - [c23]Gauri Jain, Pradeep Varakantham, Haifeng Xu, Aparna Taneja, Prashant Doshi, Milind Tambe:
IRL for Restless Multi-armed Bandits with Applications in Maternal and Child Health. PRICAI (5) 2024: 165-178 - [i18]Biyonka Liang, Lily Xu, Aparna Taneja, Milind Tambe, Lucas Janson:
A Bayesian Approach to Online Learning for Contextual Restless Bandits with Applications to Public Health. CoRR abs/2402.04933 (2024) - [i17]Niclas Boehmer, Yash Nair, Sanket Shah, Lucas Janson, Aparna Taneja, Milind Tambe:
Evaluating the Effectiveness of Index-Based Treatment Allocation. CoRR abs/2402.11771 (2024) - [i16]Nikhil Behari, Edwin Zhang, Yunfan Zhao, Aparna Taneja, Dheeraj Nagaraj, Milind Tambe:
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health. CoRR abs/2402.14807 (2024) - [i15]Sanket Shah, Arun Sai Suggala, Milind Tambe, Aparna Taneja:
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning. CoRR abs/2403.05683 (2024) - [i14]Arpan Dasgupta, Niclas Boehmer, Neha Madhiwalla, Aparna Hedge, Bryan Wilder, Milind Tambe, Aparna Taneja:
Preliminary Study of the Impact of AI-Based Interventions on Health and Behavioral Outcomes in Maternal Health Programs. CoRR abs/2407.11973 (2024) - [i13]Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja:
Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms. CoRR abs/2407.12131 (2024) - [i12]Yunfan Zhao, Tonghan Wang, Dheeraj Nagaraj, Aparna Taneja, Milind Tambe:
The Bandit Whisperer: Communication Learning for Restless Bandits. CoRR abs/2408.05686 (2024) - [i11]Arpan Dasgupta, Gagan Jain, Arun Sai Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja:
Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health Program. CoRR abs/2410.21405 (2024) - 2023
- [j2]Shresth Verma
, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja:
Expanding impact of mobile health programs: SAHELI for maternal and child care. AI Mag. 44(4): 363-376 (2023) - [c22]Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe:
Optimistic Whittle Index Policy: Online Learning for Restless Bandits. AAAI 2023: 10131-10139 - [c21]Paula Rodriguez Diaz, Jackson A. Killian, Lily Xu, Arun Sai Suggala, Aparna Taneja, Milind Tambe:
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation. AAAI 2023: 12103-12111 - [c20]Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe:
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health. AAAI 2023: 12138-12146 - [c19]Jackson A. Killian, Arpita Biswas, Lily Xu, Shresth Verma, Vineet Nair, Aparna Taneja, Aparna Hegde, Neha Madhiwalla, Paula Rodriguez Diaz, Sonja Johnson-Yu, Milind Tambe:
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program. AAAI 2023: 14295-14303 - [c18]Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja:
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care. AAAI 2023: 15594-15602 - [c17]Shresth Verma, Aditya Mate, Kai Wang, Neha Madhiwalla, Aparna Hegde, Aparna Taneja, Milind Tambe:
Restless Multi-Armed Bandits for Maternal and Child Health: Results from Decision-Focused Learning. AAMAS 2023: 1312-1320 - [c16]Sonja Johnson-Yu, Kai Wang, Jessie Finocchiaro, Aparna Taneja, Milind Tambe:
Modeling Robustness in Decision-Focused Learning as a Stackelberg Game. AAMAS 2023: 2908-2909 - [c15]Sonja Johnson-Yu, Jessie Finocchiaro, Kai Wang, Yevgeniy Vorobeychik, Arunesh Sinha, Aparna Taneja, Milind Tambe:
Characterizing and Improving the Robustness of Predict-Then-Optimize Frameworks. GameSec 2023: 133-152 - [c14]Aditya Mate, Bryan Wilder, Aparna Taneja, Milind Tambe:
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation. ICML 2023: 24198-24213 - [c13]Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe:
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare. IJCAI 2023: 5950-5958 - [c12]Amulya Yadav, Aparna Taneja, Ayan Mukhopadhyay, Serina Chang:
KDD 2023 International Workshop on Data Science for Social Good (DSSG-23). KDD 2023: 5895-5896 - [i10]Paritosh Verma, Shresth Verma, Aditya Mate, Aparna Taneja, Milind Tambe:
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits. CoRR abs/2301.07835 (2023) - [i9]Aditya Mate, Bryan Wilder, Aparna Taneja, Milind Tambe:
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation. CoRR abs/2302.02570 (2023) - [i8]Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe:
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare. CoRR abs/2305.12640 (2023) - [i7]Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe:
Towards Zero Shot Learning in Restless Multi-armed Bandits. CoRR abs/2310.14526 (2023) - [i6]Arshika Lalan, Shresth Verma, Kumar Madhu Sudan, Amrita Mahale, Aparna Hegde, Milind Tambe, Aparna Taneja:
Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation. CoRR abs/2311.07139 (2023) - 2022
- [c11]Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe:
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health. AAAI 2022: 12017-12025 - [c10]Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe:
Facilitating Human-Wildlife Cohabitation through Conflict Prediction. AAAI 2022: 12496-12502 - [c9]Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay:
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria. IJCAI 2022: 5129-5135 - [i5]Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe:
Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain. CoRR abs/2202.00916 (2022) - [i4]Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay:
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria. CoRR abs/2204.13663 (2022) - [i3]Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe:
Optimistic Whittle Index Policy: Online Learning for Restless Bandits. CoRR abs/2205.15372 (2022) - 2021
- [i2]Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe:
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health. CoRR abs/2109.08075 (2021) - [i1]Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe:
Facilitating human-wildlife cohabitation through conflict prediction. CoRR abs/2109.10637 (2021)
2010 – 2019
- 2016
- [c8]Sundara Tejaswi Digumarti, Gaurav Chaurasia, Aparna Taneja, Roland Siegwart, Amber Thomas, Paul A. Beardsley:
Underwater 3D capture using a low-cost commercial depth camera. WACV 2016: 1-9 - 2015
- [j1]Aparna Taneja, Luca Ballan, Marc Pollefeys:
Geometric Change Detection in Urban Environments Using Images. IEEE Trans. Pattern Anal. Mach. Intell. 37(11): 2193-2206 (2015) - 2014
- [b1]Aparna Taneja:
Geometric Change Detection and Image Registration in Large Scale Urban Environments. ETH Zurich, Zürich, Switzerland, 2014 - [c7]Aparna Taneja, Luca Ballan, Marc Pollefeys:
Never Get Lost Again: Vision Based Navigation Using StreetView Images. ACCV (5) 2014: 99-114 - 2013
- [c6]Aparna Taneja, Luca Ballan, Marc Pollefeys:
City-Scale Change Detection in Cadastral 3D Models Using Images. CVPR 2013: 113-120 - 2012
- [c5]Aparna Taneja, Luca Ballan, Marc Pollefeys:
Registration of Spherical Panoramic Images with Cadastral 3D Models. 3DIMPVT 2012: 479-486 - [c4]Luca Ballan, Aparna Taneja, Jürgen Gall, Luc Van Gool, Marc Pollefeys:
Motion Capture of Hands in Action Using Discriminative Salient Points. ECCV (6) 2012: 640-653 - 2011
- [c3]Aparna Taneja, Luca Ballan, Marc Pollefeys:
Image based detection of geometric changes in urban environments. ICCV 2011: 2336-2343 - 2010
- [c2]Aparna Taneja, Luca Ballan, Marc Pollefeys:
Modeling Dynamic Scenes Recorded with Freely Moving Cameras. ACCV (3) 2010: 613-626 - [c1]Aparna Taneja, Luca Ballan, Jens Puwein, Gabriel J. Brostow, Marc Pollefeys:
3D Reconstruction and Video-Based Rendering of Casually Captured Videos. Video Processing and Computational Video 2010: 77-103
Coauthor Index
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last updated on 2024-12-08 01:30 CET by the dblp team
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