no code implementations • 15 Aug 2023 • Pyung Nahm, Raviv Murciano-Goroff, Michael Park, Russell J. Funk
Using large-scale data on 2. 4 million papers published in 9, 750 journals by 520, 000 scientists at 115 North American research universities, we find that scientists with greater openness are more likely to benefit from serendipitous encounters.
no code implementations • 22 Jul 2021 • Tim Lou, Michael Park, Mohammad Ramezanali, Vincent Tang
In this note we examine the autoregressive generalization of the FNet algorithm, in which self-attention layers from the standard Transformer architecture are substituted with a trivial sparse-uniformsampling procedure based on Fourier transforms.
Ranked #61 on Language Modelling on WikiText-103
no code implementations • 21 Jun 2021 • Michael Park, Erin Leahey, Russell Funk
Theories of scientific and technological change view discovery and invention as endogenous processes, wherein prior accumulated knowledge enables future progress by allowing researchers to, in Newton's words, "stand on the shoulders of giants".
Social and Information Networks General Economics Economics
1 code implementation • 21 Oct 2020 • Zhigen Zhao, Ziyi Zhou, Michael Park, Ye Zhao
This study proposes a Task and Motion Planning (TAMP) method with symbolic decisions embedded in a bilevel optimization.
Robotics
1 code implementation • 20 Jul 2020 • Michael Park
In this note we explore a fully unsupervised deep-learning framework for simulating non-linear structural equation models from observational training data.
1 code implementation • 18 Mar 2019 • Michael Park
In this note we develop quantum circuits for exactly simulating the thermal properties of the quantum XY/Ising chain.
Quantum Physics High Energy Physics - Theory