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Decentralized Society | Architecting the new internet for the good of the people

Copyright

James Day, Olivia Verdugo, Markus Spiske on Unsplash

James Day, Olivia Verdugo, Markus Spiske on Unsplash

Publication

CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models

Singh, Abhishek, et al. "CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models." Proceedings of AAAI. 2025

Publication

Data Acquisition via Experimental Design for Data Markets

Lu, Charles, et al. "Data Acquisition via Experimental Design for Decentralized Data Markets." arXiv preprint arXiv:2403.13893 (2024).

Publication

Enhancing the Privacy of a Digital Pound

Gabriela Torres Vives, et al. "Enhancing the Privacy of a Digital Pound." Bank of England and MIT Digital Currency Initiative, December 2024

Publication

Split Inference - Metrics, Benchmarks and Algorithms

Abhishek Singh, Split Inference - Metrics, Benchmarks and Algorithms, ECCV'24

Publication

DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images

Zaid Tasneem, DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images, ECCV'24

Publication

Distributed Calibration of Agent-based Models

Garg, Aditi, and Ayush Chopra. "Distributed Calibration of Agent-based Models." epiDAMIK 2024: The 7th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery at KDD 2024. 2024.

Publication

Building spaces for design justice: A case study on the design justice pedagogy summit

Roeder, G., Das, M., Saadi, J.I., Harrington, C., Verma, A., Breazeal, C., D’Ignazio, C., Yang, M., & Ostrowski, A.K. 2024. Building spaces for design justice: A case study on the design justice pedagogy summit. Accepted to ASME 2024 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC/CIE2024).

Publication

Decentralized AI Round Table 1: July 29, 2024

Publication

A Perspective on Decentralizing AI

Whitepaper

Publication

Supporting Reflexivity and Action on Equity and Justice in Design Education: Insights from the Design Justice Pedagogy Summit

Ostrowski, A.K., Das, M., Roeder, G., Saadi. J.I., Harrington, C., Verma, A., Breazeal, C., D’Ignazio, C., & Yang, M. 2024. Supporting reflexivity and action on equity and justice in design education: Insights from the design justice pedagogy summit. Design Thinking Research Symposium (DTRS) 14.

Publication

Mitigating Undercutting Attacks: A Study on Mining and Transaction Fee Behavior

Bao, C. (2024). Mitigating Undercutting Attacks: A Study on Mining and Transaction Fee Behavior. [Master's thesis, MIT]. https://media.mit.edu/publications/mitigating-undercutting-attacks-a-study-on-mining-and-transaction-fee-behavior

Publication

flame: A Framework for Learning in Agent-based ModEls

Chopra, Ayush, et al. "flame: A Framework for Learning in Agent-based ModEls." Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 2024.

Publication

Posthoc privacy guarantees for collaborative inference

Singh, Abhishek, et al. "Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release." Advances in Neural Information Processing Systems 36 (2024).

Publication

Private Agent-based Modeling

Chopra, Ayush, et al. "Private agent-based modeling." In Proceedings of Autonomous Agents and Multi-agent Systems (AAMAS) 2024

Publication

First 100 days of pandemic: an interplay of pharmaceutical, behavioral and digital interventions

Gupta, G., Kapila, R., Chopra, A., & Raskar, R. (2024). First 100 days of pandemic; an interplay of pharmaceutical, behavioral and digital interventions--A study using agent based modeling. Proceedings of Autonomous Agents and Multi-agent Systems (AAMAS) 2024

Publication

Differentiable Agent-based Modeling: Systems, Methods and Applications

Chopra, Quera-bofarull and Zhang. "Differentiable Agent-based Modeling: Systems, Methods and Applications". Tutorial at 23rd Autonomous Agents and Multi-agent Systems (AAMAS) 2024.

Publication

A Safe Harbor for AI Evaluation and Red Teaming

Artificial Intelligence (cs.AI), arXiv:2403.04893 [cs.AI] (or arXiv:2403.04893v1 [cs.AI] for this version) https://doi.org/10.48550/arXiv.2403.04893 | Shayne Longpre* 1 Sayash Kapoor** 2 Kevin Klyman** 3 Ashwin Ramaswami 4 Rishi Bommasani 3 Borhane Blili-Hamelin 5 Yangsibo Huang 2 Aviya Skowron 6 Zheng-Xin Yong 7 Suhas Kotha 8 Yi Zeng 9 Weiyan Shi 10 Xianjun Yang 11 Reid Southen Alexander Robey

Publication

zkTax: A pragmatic way to support zero-knowledge tax disclosures

Alex Berke, Tobin South, Robert Mahari, Kent Larson, and Alex Pentland. 2024. Poster: zkTax: A Pragmatic Way to Support Zero-Knowledge Tax Disclosures. In Proceedings of Conference on Computer and Communications Security (CCS’24). ACM, New York, NY, USA, 4 pages. https://doi.org/10.1145/3658644.3691421

Publication

Neural Calibration of Agent Based Models Enables Improved Regional Evidence for Vaccine Strategy and Policy

Chopra, Ayush, et al. "Using neural networks to calibrate agent based models enables improved regional evidence for vaccine strategy and policy." Vaccine 41.48 (2023): 7067-7071.

Publication

Flexible social inference facilitates targeted social learning when rewards are not observable

Hawkins, R.D., Berdahl, A.M., Pentland, A.‘. et al. Flexible social inference facilitates targeted social learning when rewards are not observable. Nat Hum Behav (2023). https://doi.org/10.1038/s41562-023-01682-x

Publication

Gaka-chu: a self-employed autonomous robot artist

E. C. Ferrer, I. Berman, A. Kapitonov, V. Manaenko, M. Chernyaev and P. Tarasov, "Gaka-Chu: A Self-Employed Autonomous Robot Artist," 2023 IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 2023, pp. 11583-11589, doi: 10.1109/ICRA48891.2023.10160866.

Publication

Harnessing digital federation platforms and data cooperatives to empower SMEs and local small communities

Bühler, M. et al., 2023. Harnessing Digital Federation Platforms and Data Cooperatives to Empower SMEs and Local Small Communities, OBSERVER RESEARCH FOUNDATION. India.

Publication

Predicting merchant future performance using privacy-safe network-based features

Bahrami, Mohsen, et al. "Predicting merchant future performance using privacy-safe network-based features." Scientific Reports 13.1 (2023): 10073.

Publication

Differentiable Agent-based Epidemiology

Chopra, Ayush, et al. "Differentiable agent-based epidemiology." Proceedings of 22nd International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2023)

Publication

Don’t Simulate Twice: One-shot sensitivity analyses via automatic differentiation

Quera-Bofarull, A., Chopra, A., Aylett-Bullock, J., Cuesta-Lazaro, C., Calinescu, A., Raskar, R., & Wooldridge, M. (2023). Don’t simulate twice: One-shot sensitivity analyses via automatic differentiation. Proceedings of Autonomous Agents and Multi-agent Systems (AAMAS 2023)

Publication

Yourfeed: Towards open science and interoperable systems for social media

Epstein Z and Hause L. Yourfeed: Towards open science and interoperable systems for social media. arXiv.

Publication

Learning to Censor by Noisy Sampling

Chopra, Ayush, et al. "Learning to censor by noisy sampling." European Conference on Computer Vision. Cham: Springer Nature Switzerland, 2022.

Publication

DeepABM: Scalable, fast and differentiable agent-based simulations via invariant message passing

Chopra, Ayush, et al. "DeepABM: scalable, efficient and differentiable agent-based simulations via graph neural networks." Winter Simulation Conference 2021

Publication

Public health impact of delaying second dose of BNT162b2 vaccine

Romero-Brufau, S., Chopra, A., Ryu, A. J., Gel, E., Raskar, R., Kremers, W., ... & Kingsley, T. C. (2021). Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study. bmj, 373.

Publication

flame: a Framework for Learning in Agent-based Models

Chopra, Ayush, et al. "flame: A Framework for Learning in Agent-based ModEls." Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 2024.