Search Results for author: Shrey Jain

Found 6 papers, 0 papers with code

Verifiable evaluations of machine learning models using zkSNARKs

no code implementations5 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

Contextual Confidence and Generative AI

no code implementations2 Nov 2023 Shrey Jain, Zoë Hitzig, Pamela Mishkin

Generative AI models perturb the foundations of effective human communication.

Unsupervised Learning of Molecular Embeddings for Enhanced Clustering and Emergent Properties for Chemical Compounds

no code implementations25 Oct 2023 Jaiveer Gill, Ratul Chakraborty, Reetham Gubba, Amy Liu, Shrey Jain, Chirag Iyer, Obaid Khwaja, Saurav Kumar

Thus, we introduce a similarity search and clustering algorithm to aid in searching for and interacting with molecules, enhancing efficiency in chemical exploration and enabling future development of emergent properties in molecular property prediction models.

Molecular Property Prediction Property Prediction

AI and Democracy's Digital Identity Crisis

no code implementations25 Sep 2023 Shrey Jain, Connor Spelliscy, Samuel Vance-Law, Scott Moore

We believe these systems could be the best approach to authenticating identity and protecting against some of the threats to democracy that AI can pose in the hands of malicious actors.

Privacy Preserving

Face Recognition in the age of CLIP & Billion image datasets

no code implementations18 Jan 2023 Aaditya Bhat, Shrey Jain

CLIP (Contrastive Language-Image Pre-training) models developed by OpenAI have achieved outstanding results on various image recognition and retrieval tasks, displaying strong zero-shot performance.

Data Poisoning Face Recognition +1

NFT Appraisal Prediction: Utilizing Search Trends, Public Market Data, Linear Regression and Recurrent Neural Networks

no code implementations18 Apr 2022 Shrey Jain, Camille Bruckmann, Chase McDougall

In this paper we investigate the correlation between NFT valuations and various features from three primary categories: public market data, NFT metadata, and social trends data.

regression

Cannot find the paper you are looking for? You can Submit a new open access paper.