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Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning.

, , , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8158-8168. PMLR, (2020)

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SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery., , , , and . CoRR, (2023)Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks., , , , and . ICLR, OpenReview.net, (2024)Position: Application-Driven Innovation in Machine Learning., , , , , , , , , and 1 other author(s). ICML, OpenReview.net, (2024)Delayed Impact of Fair Machine Learning., , , , and . IJCAI, page 6196-6200. ijcai.org, (2019)Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 9040-9051. PMLR, (2021)Incorporating Intent, Impact, and Context for Beneficial Machine Learning. University of California, Berkeley, USA, (2022)Post-Estimation Smoothing: A Simple Baseline for Learning with Side Information., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1759-1769. PMLR, (2020)Resolving label uncertainty with implicit posterior models., , , , , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 1707-1717. PMLR, (2022)Combining Diverse Information for Coordinated Action: Stochastic Bandit Algorithms for Heterogeneous Agents., , and . CoRR, (2024)Enhancing Wi-Fi Signal Strength of a Dynamic Heterogeneous System Using a Mobile Robot Provider., , , and . RiTA, volume 274 of Advances in Intelligent Systems and Computing, page 927-937. Springer, (2013)