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Oct 16, 2013
Biomolecules
Machine Learning

Exact Learning of RNA Energy Parameters From Structure

We consider the problem of exact learning of parameters of a linear RNA energy model from secondary structure data. A necessary and sufficient condit…
Aug 03, 2016
Information Theory

Low-Dimensional Shaping for High-Dimensional Lattice Codes

We propose two low-complexity lattice code constructions that have competitive coding and shaping gains. The first construction, named systematic Vor…
Jan 08, 2013
Biomolecules
Computational Engineering
Finance
and Science i
Machine Learning

The RNA Newton Polytope and Learnability of Energy Parameters

Despite nearly two scores of research on RNA secondary structure and RNA-RNA interaction prediction, the accuracy of the state-of-the-art algorithms …
May 22, 2012
Other Condensed Matter
Dynamical Systems
Exactly Solvable and Integrable Systems
Classical Physic

Classical resonance interactions and Josephson junction in macroscopi…

It is shown that the classical dynamics of 1:1 resonance interaction between two identical linearly coupled Duffing oscillators is equivalent to the …
Apr 25, 2017
Machine Learning

Stochastic Optimization from Distributed, Streaming Data in Rate-limi…

Motivated by machine learning applications in networks of sensors, internet-of-things (IoT) devices, and autonomous agents, we propose techniques for…
Jun 09, 2019
Image and Video Processing
Machine Learning

Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI …

Understanding human fetal neurodevelopment is of great clinical importance as abnormal development is linked to adverse neuropsychiatric outcomes aft…
Oct 24, 2016
Robotics

Toward Personalized Training and Skill Assessment in Robotic Minimall…

Despite the immense technology advancement in the surgeries the criteria of assessing the surgical skills still remains based on subjective standards…
Aug 13, 2014

D^\pm Production Asymmetry at the LHC from Heavy-Quark Recombination

The asymmetry in the forward region production cross section of D^\pm is calculated using the heavy-quark recombination mechanism for pp collisions a…
Jun 12, 2019
Computer Vision
Computation and Language

In summary, we propose a bi-level attention mechanism for automatic X-ray image interpretation. Using only a single frontal view chest X-ray, our system is capable of accurately annotating X-ray images and generating quality reports. Our system also…

Vispi: Automatic Visual Perception and Interpretation of Chest X-rays

Medical imaging contains the essential information for rendering diagnostic and treatment decisions. Inspecting (visual perception) and interpreting …
Dec 28, 2017

Higgs Portals for Thermal Dark Matter - EFT Perspectives and the NMSS…

We analyze a low energy effective model of Dark Matter in which the thermal relic density is provided by a singlet Majorana fermion which interacts w…
Jun 05, 2019
Artificial Intelligence
Distributed
Parallel
and Cluster Computing
Signal Processing

OpenEI: An Open Framework for Edge Intelligence

In the last five years, edge computing has attracted tremendous attention from industry and academia due to its promise to reduce latency, save bandw…
Sep 29, 2014
Rings and Algebras
Combinatorics

A Combinatorial Formula for Certain Elements of Upper Cluster Algebras

We develop an elementary formula for certain non-trivial elements of upper cluster algebras. These elements have positive coefficients. We show that …
Jan 28, 2016

Are the kHz QPO lags in neutron star 4U 1608-52 due to reverberation?

X-ray reverberation lags have recently been discovered in both active galactic nuclei (AGN) and black hole X-ray binaries. A recent study of the neut…
Aug 04, 2014

Measuring and interpreting charge dependent anisotropic flow

The Chiral Magnetic Wave (CMW) [1] predicts a dependence of the positive and negative particle elliptic flow on the event charge asymmetry. Such a de…
Dec 25, 2018

Nuclear modification of full jets and jet structure in relativistic …

With our coupled jet-fluid model, we study the nuclear modifications of full jets and jet structures for single inclusive jet and $\gamma$-jet events…
Apr 04, 2017

Heavy Neutrino Search via the Higgs boson at the LHC

In inverse see-saw the effective neutrino Yukawa couplings can be sizable due to a large mixing angle. When the right-handed neutrino $(N)$ is lighte…
Aug 08, 2018

Two Higgs Doublets and a Complex Singlet: Disentangling the Decay T…

We present a systematic study of an extension of the Standard Model (SM) with two Higgs doublets and one complex singlet (2HDM+S). In order to gain a…
Sep 15, 2016

New Physics from rare decays of charm

Abundance of charm data in the current and future low energy flavor experiments makes it possible to study rare decays of D-mesons with ever increase…
Mar 05, 2010

Local strong parity violation and new possibilities in experimental …

Quark interaction with topologically non-trivial gluonic fields, instantons and sphalerons, violates \P and \CP symmetry. In the strong magnetic fiel…
Oct 26, 2018
Information Theory
Machine Learning

Information Bottleneck Methods for Distributed Learning

We study a distributed learning problem in which Alice sends a compressed distillation of a set of training data to Bob, who uses the distilled versi…
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