activity
20142021
most citedPolynomial Regression As an Alternative to Neural Nets

73 citations · 79 across the 6 of their papers we have counts for

collaborators

6 papers

cs.HC2021

WebAssembly enables low latency interoperable augmented and virtual reality software

Woo Jae Kim, Bohdan B. Khomtchouk

There is a clear difference in runtime performance between native applications that use augmented/virtual reality (AR/VR) device-specific hardware and comparable web-based implemen…

cs.CL2018

Modeling natural language emergence with integral transform theory and reinforcement learning

Bohdan Khomtchouk, Shyam Sudhakaran

Zipf's law predicts a power-law relationship between word rank and frequency in language communication systems and has been widely reported in a variety of natural language process…

cs.LG2018★ 73 cited

Polynomial Regression As an Alternative to Neural Nets

Xi Cheng, Bohdan Khomtchouk, Norman Matloff +1

Despite the success of neural networks (NNs), there is still a concern among many over their "black box" nature. Why do they work? Here we present a simple analytic argument that N…

q-bio.OT2016★ 3 cited

The Machine that Builds Itself: How the Strengths of Lisp Family Languages Facilitate Building Complex and Flexible Bioinformatic Models

Bohdan B. Khomtchouk, Edmund Weitz, Claes Wahlestedt

We address the need for expanding the presence of the Lisp family of programming languages in bioinformatics and computational biology research. Languages of this family, like Comm…

physics.soc-ph2016★ 1 cited

Zipf's law emerges asymptotically during phase transitions in communicative systems

Bohdan B. Khomtchouk, Claes Wahlestedt

Zipf's law predicts a power-law relationship between word rank and frequency in language communication systems, and is widely reported in texts yet remains enigmatic as to its orig…

q-bio.GN2014★ 2 cited

The mathematics of the genetic code reveal that frequency degeneracy leads to exponential scaling in the DNA codon distribution of Homo sapiens

Bohdan B. Khomtchouk

The nature of the quantitative distribution of the 64 DNA codons in the human genome has been an issue of debate for over a decade. Some groups have proposed that the quantitative…