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Efficient Decoding Algorithms for Reed-Muller Codes, Recursive Projection-Aggregation and List-Decoding
Princeton Docket # 19-3543-1
Reed-Muller (RM) codes are among the oldest families of error-correcting codes. Compared to polar codes, RM codes have the advantage of having a simple and universal code construction, though RM codes do not yet possess...
Published: 2/20/2025
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Inventor(s): Min Ye, Emmanuel Abbe
Keywords(s):
Category(s): Computer Science and Information Technology
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Privacy-preserving AI over Next Generation Networks
Princeton Docket # 24-4056-1
Artificial intelligence (AI) is a key technology for next-generation networks; it will empower new functionalities to enable low-latency inference and sensing applications, including autonomous driving, personal identification, and activity classification (to name a few)....
Published: 3/28/2025
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Inventor(s): Andrea Goldsmith, H. Vincent Poor, Mohamed Seif
Keywords(s):
Category(s): Computer Science and Information Technology
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Training Neural Networks with a Hybrid Optimization Method of Genetic and Gradient Descent Algorithms
Princeton Docket # 25-4214
Neural networks are a powerful class of machine learning model that learn to perform useful operations such as classification, inference, and generation, and can be applied to a range of tasks, such as analysis and generating...
Published: 1/7/2025
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Inventor(s): Benjamin Midler
Keywords(s):
Category(s): Computer Science and Information Technology
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AutoPersuade: A framework for generating, evaluating and, revising arguments
Princeton Docket # 24-4141-1
AutoPersuade is an innovative framework for generating, evaluating, and refining persuasive arguments. This technology offers a comprehensive solution for organizations and individuals seeking to create more effective messaging across various...
Published: 11/4/2024
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Inventor(s): Brandon Stewart, Till Raphael Saenger, Musashi Hinck, Justin Grimmer
Keywords(s):
Category(s): Computer Science and Information Technology
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Methods for data multiplexing in neural networks
Princeton Docket # 22-3898-1
Current neural network architectures, particularly Transformers, face significant challenges due to their GPU-memory intensity, which limits throughput and increases time and energy costs during training and deployment. To address this issue, Princeton University researchers...
Published: 10/21/2024
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Inventor(s): Karthik Narasimhan, Vishvak Murahari, Carlos Jimenez, Runzhe Yang, Kai Li, Ameet Deshpande, Yushan Su
Keywords(s):
Category(s): Computer Science and Information Technology
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Peak Electric Load Prediction
Princeton Docket # 24-4155-1
In today's energy landscape, commercial and industrial users face escalating peak demand charges, which can significantly impact their operating costs. These charges, determined by the highest levels of energy consumption during peak periods, can account for 10% to 40% of a customer's...
Published: 9/30/2024
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Inventor(s): Rene' Carmona, Xinshuo Yang, Claire Zeng
Keywords(s):
Category(s): Computer Science and Information Technology
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Systems and Methods for Analyzing Genetic Data for Assessment of Gene
Regulatory Activity in Disease Prediction, Diagnosis and Treatment
Princeton Docket # 21-3806
Sequence is at the basis of how the genome and its variations shape chromatin organization, regulate gene expression, and impact traits and diseases. Epigenomic profiling efforts have...
Published: 2/3/2025
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Inventor(s): Olga Troyanskaya, Kathleen Chen, Jian Zhou
Keywords(s):
Category(s): Biotechnology/Pharmaceuticals, Medical Devices/Diagnostics, Computer Science and Information Technology
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ReChat - An Integrated and Interactive Chat Suite for Online Survey Experiments
Princeton Docket # 21-3825
ReChat is an integrated and interactive chat suite that can be used by an individual researcher or research team to perform chat-based studies on any given topic. It allows researchers to administer, monitor, and analyze live conversations. ReChat...
Published: 9/6/2022
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Inventor(s): Xiaoxiao Shen
Keywords(s):
Category(s): Computer Science and Information Technology
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A New Tool for Gene x Environment (GxE) Research - Variation Polygenic Score (vPGS) Docket # 21-3797Researchers in the Department of Sociology at Princeton University have developed an algorithm to calculate a particular type of genetic score, Variation Polygenic Score – vPGS, based on genotypic information that is provided by commercially...
Published: 9/6/2022
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Inventor(s): Dalton Conley
Keywords(s):
Category(s): Biotechnology/Pharmaceuticals, Computer Science and Information Technology
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Trendme - Ratings in Real Time for Better Decisions for Consumers and for Providers in Improved Services and GoodsDocket # 21-3769Researchers in the Department of Sociology at Princeton University and in the Department of Psychology at Hunter College have developed a new process by which consumers and/or producers of goods and/or services can organize...
Published: 7/9/2024
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Inventor(s): Dalton Conley, Ofer Tchernichovski
Keywords(s):
Category(s): Computer Science and Information Technology
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