# Publications Sort & Filters close ## Filters Publications expand\_more - 2020 AI for Social Good Workshop (35) - 2021 IJCAI Workshop on AI for Social Good (45) - Equity and Fairness (14) - Public Health (26) - Conservation (5) Publications - Seminars and workshops expand\_more - AI for Social Good papers (82) Year of Publication expand\_more 2024 (3) 2023 (5) 2022 (5) 2021 (48) 2020 (58) Publications by status expand\_more Published (119) Search Within Results Search Within Results search ## 125 results Show filters filter\_alt Sort by Year of PublicationAlphabetical A-Z sort ## 125 results Download 125 citations download- [BibTeX](/node/1850541/export?format=bibtex) - [EndNote X3 XML](/node/1850541/export?format=endnote8) - [EndNote 7 XML](/node/1850541/export?format=endnote7) - [Endnote tagged](/node/1850541/export?format=tagged) - [Marc](/node/1850541/export?format=marc) - [PubMedId](/node/1850541/export?format=pubmed_id) - [RIS](/node/1850541/export?format=ris) ### 2024 Rußwurm, M., Klemmer, K., Rolf, E., Zbinden, R. & Tuia, D. [Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks](/publication/geographic-location-encoding-spherical-harmonics-and-sinusoidal-representation-networks). in *The Twelfth International Conference on Learning Representations* (2024). doi:https://doi.org/10.48550/arXiv.2310.06743. Rußwurm, M., Klemmer, K., Rolf, E., Zbinden, R. & Tuia, D. [Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks](/publication/geographic-location-encoding-spherical-harmonics-and-sinusoidal-representation-networks). in *The Twelfth International Conference on Learning Representations* (2024). doi:https://doi.org/10.48550/arXiv.2310.06743. - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionhttps://arxiv.org/pdf/2310.06743](https://arxiv.org/pdf/2310.06743) Learning representations of geographical space is vital for any machine learning model that integrates geolocated data, spanning application domains such as remote sensing, ecology, or epidemiology. Recent work embeds coordinates using sine and cosine... - [ descriptionhttps://arxiv.org/pdf/2310.06743](https://arxiv.org/pdf/2310.06743) Karusala, N., Upadhyay, S., Veeraraghavan, R. & Gajos, K. [Understanding Contestability on the Margins: Implications for the Design of Algorithmic Decision-making in Public Services](/publications/understanding-contestability-margins-implications-design-algorithmic-decision). in *CHI Conference on Human Factors in Computing Systems (CHI ’24)* (2024). Karusala, N., Upadhyay, S., Veeraraghavan, R. & Gajos, K. [Understanding Contestability on the Margins: Implications for the Design of Algorithmic Decision-making in Public Services](/publications/understanding-contestability-margins-implications-design-algorithmic-decision). in *CHI Conference on Human Factors in Computing Systems (CHI ’24)* (2024). - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://dl.acm.org/doi/full/10.1145/3613904.3641898) - [ picture\_as\_pdfkarusala2024understanding...](/sites/g/files/omnuum6171/files/karusala2024understanding.pdf) Policymakers have established that the ability to contest decisions made by or with algorithms is core to responsible artificial intelligence (AI). However, there has been a disconnect between research on contestability of algorithms, and what the... - [ descriptionPublisher's Version](https://dl.acm.org/doi/full/10.1145/3613904.3641898) - [ picture\_as\_pdfkarusala2024understanding...](/sites/g/files/omnuum6171/files/karusala2024understanding.pdf) Finocchiaro, J. [Using Property Elicitation to Understand the Impacts of Fairness Regularizers](/publications/using-property-elicitation-understand-impacts-fairness-regularizers). *Fairness, Accountability, and Transparency (FAccT)* (2024). Finocchiaro, J. [Using Property Elicitation to Understand the Impacts of Fairness Regularizers](/publications/using-property-elicitation-understand-impacts-fairness-regularizers). *Fairness, Accountability, and Transparency (FAccT)* (2024). - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://arxiv.org/pdf/2309.11343.pdf) - [ picture\_as\_pdffair\_elic.pdf](/sites/g/files/omnuum6171/files/crcs/files/finocchiaro_facct24.pdf) Predictive algorithms are often trained by optimizing some loss function, to which regularization functions are added to impose a penalty for violating constraints. As expected, the addition of such regularization functions can change the minimizer of the... - [ descriptionPublisher's Version](https://arxiv.org/pdf/2309.11343.pdf) - [ picture\_as\_pdffair\_elic.pdf](/sites/g/files/omnuum6171/files/crcs/files/finocchiaro_facct24.pdf) ### 2023 Lee-Stronach, C. [Just probabilities](/publications/just-probabilities). *Noûs* **n/a**, 1–25 (2023). Lee-Stronach, C. [Just probabilities](/publications/just-probabilities). *Noûs* **n/a**, 1–25 (2023). - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://onlinelibrary.wiley.com/doi/abs/10.1111/nous.12486) Abstract I defend the thesis that legal standards of proof are reducible to thresholds of probability. Many reject this thesis because it appears to permit finding defendants liable solely on the basis of statistical evidence. To the contrary, I argue –... - [ descriptionPublisher's Version](https://onlinelibrary.wiley.com/doi/abs/10.1111/nous.12486) Aiken, E., Rolf, E. & Blumenstock, J. [Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy](/publication/fairness-and-representation-satellite-based-poverty-maps-evidence-urban-rural). (2023). Aiken, E., Rolf, E. & Blumenstock, J. [Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy](/publication/fairness-and-representation-satellite-based-poverty-maps-evidence-urban-rural). (2023). - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://arxiv.org/abs/2305.01783) Poverty maps derived from satellite imagery are increasingly used to inform high-stakes policy decisions, such as the allocation of humanitarian aid and the distribution of government resources. Such poverty maps are typically constructed by training... - [ descriptionPublisher's Version](https://arxiv.org/abs/2305.01783) Killian, J. A. *et al.* [Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program](/publications/robust-planning-over-restless-groups-engagement-interventions-large-scale-maternal). in *Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023)* (2023). Killian, J. A. *et al.* [Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program](/publications/robust-planning-over-restless-groups-engagement-interventions-large-scale-maternal). in *Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023)* (2023). - add\_circle\_outline do\_not\_disturb\_on Abstract - [ picture\_as\_pdfarmman\_groups.pdf](/sites/g/files/omnuum6171/files/2024-12/armman_groups.pdf) In 2020, maternal mortality in India was estimated to be as high as 130 deaths per 100K live births, nearly twice the UN’s target. To improve health outcomes, the non-profit ARMMAN sends automated voice messages to expecting and new mothers across India... - [ picture\_as\_pdfarmman\_groups.pdf](/sites/g/files/omnuum6171/files/2024-12/armman_groups.pdf) Biswas, A., Killian, J., Diaz, P. R., Ghosh, S. & Tambe, M. [Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks](/publications/fairness-workers-who-pull-arms-index-based-policy-allocation-restless-bandit-tasks). in *22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023)* (2023). Biswas, A., Killian, J., Diaz, P. R., Ghosh, S. & Tambe, M. [Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks](/publications/fairness-workers-who-pull-arms-index-based-policy-allocation-restless-bandit-tasks). in *22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023)* (2023). Ehrmann, D. E., Joshi, S., Goodfellow, S. D., Mazwi, M. L. & Eytan, D. [Making machine learning matter to clinicians: model actionability in medical decision-making](/publications/making-machine-learning-matter-clinicians-model-actionability-medical-decision). *NPJ Digital Medicine* **6**, 7 (2023). Ehrmann, D. E., Joshi, S., Goodfellow, S. D., Mazwi, M. L. & Eytan, D. [Making machine learning matter to clinicians: model actionability in medical decision-making](/publications/making-machine-learning-matter-clinicians-model-actionability-medical-decision). *NPJ Digital Medicine* **6**, 7 (2023). - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://www.nature.com/articles/s41746-023-00753-7) - [ picture\_as\_pdfs41746-023-00753-7.pdf](/sites/g/files/omnuum6171/files/crcs/files/s41746-023-00753-7.pdf) Machine learning (ML) has the potential to transform patient care and outcomes. However, there are important differences between measuring the performance of ML models in silico and usefulness at the point of care. One lens to use to evaluate models... - [ descriptionPublisher's Version](https://www.nature.com/articles/s41746-023-00753-7) - [ picture\_as\_pdfs41746-023-00753-7.pdf](/sites/g/files/omnuum6171/files/crcs/files/s41746-023-00753-7.pdf) ### 2022 Mate, A., Biswas, A., Siebenbrunner, C., Ghosh, S. & Tambe, M. [Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems](/publications/efficient-algorithms-finite-horizon-and-streaming-restless-multi-armed-bandit). in *Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022)* (2022). Mate, A., Biswas, A., Siebenbrunner, C., Ghosh, S. & Tambe, M. [Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems](/publications/efficient-algorithms-finite-horizon-and-streaming-restless-multi-armed-bandit). in *Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022)* (2022). - [ descriptionPublisher's Version](https://arxiv.org/abs/2103.04730) - [ descriptionPublisher's Version](https://arxiv.org/abs/2103.04730) Narang, S., Biswas, A. & Yadati, N. [On Achieving Leximin Fairness and Stability in Many-to-One Matchings](/publications/achieving-leximin-fairness-and-stability-many-one-matchings). in *Proceedings of the International Conference on Autonomous Agents and Multiagent Systems as an extended abstract (AAMAS 2022)* (2022). Narang, S., Biswas, A. & Yadati, N. [On Achieving Leximin Fairness and Stability in Many-to-One Matchings](/publications/achieving-leximin-fairness-and-stability-many-one-matchings). in *Proceedings of the International Conference on Autonomous Agents and Multiagent Systems as an extended abstract (AAMAS 2022)* (2022). - [ descriptionPublisher's Version](https://arxiv.org/abs/2009.05823) - [ descriptionPublisher's Version](https://arxiv.org/abs/2009.05823) Biswas, A., Patro, G. K., Ganguly, N., Gummadi, K. P. & Chakraborty, A. [Towards Fair Recommendation in Two-Sided Platforms](/publications/biswas-gkpatro-nganguly-kgummadi-achakraborty-towards-fair-recommendation-two). *ACM Transactions on the Web (TWEB)* **16**, 1–34 (2022). Biswas, A., Patro, G. K., Ganguly, N., Gummadi, K. P. & Chakraborty, A. [Towards Fair Recommendation in Two-Sided Platforms](/publications/biswas-gkpatro-nganguly-kgummadi-achakraborty-towards-fair-recommendation-two). *ACM Transactions on the Web (TWEB)* **16**, 1–34 (2022). - [ descriptionPublisher's Version](https://dl.acm.org/doi/10.1145/3503624) - [ descriptionPublisher's Version](https://dl.acm.org/doi/10.1145/3503624) Xu, L., Biswas, A., Fang, F. & Tambe, M. [Ranked Prioritization of Groups in Combinatorial Bandit Allocation](/publications/ranked-prioritization-groups-combinatorial-bandit-allocation). in *31st International Joint Conference on Artificial Intelligence (IJCAI 2022)* (2022). Xu, L., Biswas, A., Fang, F. & Tambe, M. [Ranked Prioritization of Groups in Combinatorial Bandit Allocation](/publications/ranked-prioritization-groups-combinatorial-bandit-allocation). in *31st International Joint Conference on Artificial Intelligence (IJCAI 2022)* (2022). - [ descriptionPublisher's Version](https://arxiv.org/abs/2205.05659) - [ descriptionPublisher's Version](https://arxiv.org/abs/2205.05659) - Previous page chevron\_left - [1](?page=0 "Current page") - [2](?page=1 "Go to page 2") - [3](?page=2 "Go to page 3") - [ Last page 11 ](?page=10 "Go to last page") - [ Next page chevron\_right ](?page=1 "Go to next page")