Search Results for author: Alex 'Sandy' Pentland

Found 5 papers, 3 papers with code

Verifiable evaluations of machine learning models using zkSNARKs

1 code implementation5 Feb 2024 Tobin South, Alexander Camuto, Shrey Jain, Shayla Nguyen, Robert Mahari, Christian Paquin, Jason Morton, Alex 'Sandy' Pentland

In a world of increasing closed-source commercial machine learning models, model evaluations from developers must be taken at face value.

Fairness

The Law and NLP: Bridging Disciplinary Disconnects

no code implementations22 Oct 2023 Robert Mahari, Dominik Stammbach, Elliott Ash, Alex 'Sandy' Pentland

Legal practice is intrinsically rooted in the fabric of language, yet legal practitioners and scholars have been slow to adopt tools from natural language processing (NLP).

Position

A Study of Compositional Generalization in Neural Models

no code implementations16 Jun 2020 Tim Klinger, Dhaval Adjodah, Vincent Marois, Josh Joseph, Matthew Riemer, Alex 'Sandy' Pentland, Murray Campbell

One difficulty in the development of such models is the lack of benchmarks with clear compositional and relational task structure on which to systematically evaluate them.

Image Classification Relational Reasoning

Modeling the Temporal Nature of Human Behavior for Demographics Prediction

1 code implementation20 Nov 2015 Bjarke Felbo, Pål Sundsøy, Alex 'Sandy' Pentland, Sune Lehmann, Yves-Alexandre de Montjoye

Mobile phone metadata is increasingly used for humanitarian purposes in developing countries as traditional data is scarce.

Gender Prediction Humanitarian

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