publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Token-Level Uncertainty-Aware Objective for Language Model Post-Training
    Tingkai Liu, Ari S Benjamin, and Anthony M Zador
    arXiv preprint arXiv:2503.16511, 2025
    arXiv
  2. Walking the Weight Manifold: a Topological Approach to Conditioning Inspired by Neuromodulation
    Ari S Benjamin, Kyle Daruwalla, Christian Pehle, and Anthony M Zador
    arXiv preprint arXiv:2505.22994, 2025
    arXiv

2024

  1. Continual learning with the neural tangent ensemble
    Ari Benjamin, Christian-Gernot Pehle, and Kyle Daruwalla
    Advances in Neural Information Processing Systems, 2024
    arXiv
  2. Modeling Attention and Binding in the Brain through Bidirectional Recurrent Gating
    Saeed Salehi, Jordan Lei, Ari S Benjamin, Klaus-Robert Müller, and Konrad P Kording
    bioRxiv, 2024
    DOI
  3. Delays in generalization match delayed changes in representational geometry
    Xingyu Zheng, Kyle Daruwalla, Ari S Benjamin, and David Klindt
    In UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models, 2024
    Workshop paper

2023

  1. Stability of nanopeptides: structure and molecular exchange of self-assembled peptide fibers
    Nico König, Szymon Mikolaj Szostak, Josefine Eilsø Nielsen, Martha Dunbar, Su Yang, and 6 more authors
    ACS nano, 2023
    DOI
  2. A role for cortical interneurons as adversarial discriminators
    Ari S Benjamin and Konrad P Kording
    PLOS Computational Biology, 2023
    DOI

2022

  1. Interpolating between sampling and variational inference with infinite stochastic mixtures
    Richard D Lange, Ari S Benjamin, Ralf M Haefner, and Xaq Pitkow
    In Uncertainty in artificial intelligence, 2022
    arXiv
  2. Neuromatch Academy: a 3-week, online summer school in computational neuroscience
    Bernard Marius Hart, Titipat Achakulvisut, Ayoade Adeyemi, Athena Akrami, Bradly Alicea, and 6 more authors
    2022
    DOI
  3. Efficient neural codes naturally emerge through gradient descent learning
    Ari S Benjamin, Ling-Qi Zhang, Cheng Qiu, Alan A Stocker, and Konrad P Kording
    Nature Communications, 2022
    DOI

2021

  1. Augmenting Supervised Learning by Meta-learning Unsupervised Local Rules
    Jeffrey Cheng, Ari Benjamin, Benjamin Lansdell, and Konrad Paul Kordin
    In NeurIPS 2019 Workshop Neuro AI, 2021
    arXiv
  2. Object based attention through internal gating
    Jordan Lei, Ari S Benjamin, and Konrad P Kording
    arXiv preprint arXiv:2106.04540, 2021
    DOI

2020

  1. A web-based automated machine learning platform to analyze liquid biopsy data
    Hanfei Shen, Tony Liu, Jesse Cui, Piyush Borole, Ari Benjamin, and 2 more authors
    Lab on a Chip, 2020
    DOI
  2. Machine learning for neural decoding
    Joshua I Glaser, Ari S Benjamin, Raeed H Chowdhury, Matthew G Perich, Lee E Miller, and 1 more author
    eneuro, 2020
    DOI

2019

  1. The roles of supervised machine learning in systems neuroscience
    Joshua I Glaser, Ari S Benjamin, Roozbeh Farhoodi, and Konrad P Kording
    Progress in neurobiology, 2019
    DOI
  2. Measuring and regularizing networks in function space
    Ari S Benjamin, David Rolnick, and Konrad Kording
    In ICLR, 2019
    arXiv
  3. Hue tuning curves in V4 change with visual context
    Ari S Benjamin, Pavan Ramkumar, Hugo Fernandes, Matthew Smith, and Konrad P Kording
    bioRxiv, 2019
    DOI
  4. Shared visual illusions between humans and artificial neural networks
    Ari Benjamin, Cheng Qiu, Ling-Qi Zhang, Konrad Kording, and Alan Stocker
    In 2019 Conference on Cognitive Computational Neuroscience, 2019
    DOI

2018

  1. The Roles of Machine Learning
    Konrad Paul Kording, ARIS BENJAMIN, and Roozbeh Farhoodi
    In Frontiers of Engineering: Reports on Leading-Edge Engineering from the 2017 Symposium, 2018
    DOI
  2. Modern machine learning as a benchmark for fitting neural responses
    Ari S Benjamin, Hugo L Fernandes, Tucker Tomlinson, Pavan Ramkumar, Chris VerSteeg, and 3 more authors
    Frontiers in computational neuroscience, 2018
    DOI

2016

  1. Polymer conjugation as a strategy for long-range order in supramolecular polymers
    Ari Benjamin and Sinan Keten
    The Journal of Physical Chemistry B, 2016
    DOI

2015

  1. Regulating ion transport in peptide nanotubes by tailoring the nanotube lumen chemistry
    Luis Ruiz, Ari Benjamin, Matthew Sullivan, and Sinan Keten
    The journal of physical chemistry letters, 2015
    DOI

2012

  1. Acoustic properties of Kel F-800 copolymer up to 85 GPa
    Ari S Benjamin, Muhtar Ahart, Stephen A Gramsch, Lewis L Stevens, E Bruce Orler, and 2 more authors
    The Journal of chemical physics, 2012
    DOI