59 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Sorbonne University Abu DhabiAE3 papers
- University College DublinIE3 papers
- Birla Institute of Technology and Science, PilaniIN2 papers
- Czech Technical University in PragueCZ2 papers
- IonQ (United States)US2 papers
- Sorbonne UniversitéFR2 papers
- Aix-Marseille UniversitéFR1 paper
- Amazon (United States)US1 paper
- Athena Research and Innovation Center In Information Communication & Knowledge TechnologiesGR1 paper
- Birla Institute of Technology and Science - Hyderabad CampusIN1 paper
- Boston UniversityUS1 paper
- British AthleticsGB1 paper
10 papers
Macroeconomic Forecasting for the G7 countries under Uncertainty Shocks
Shovon Sengupta, Sunny Kumar Singh, Tanujit Chakraborty
Accurate macroeconomic forecasting has become harder amid geopolitical disruptions, policy reversals, and volatile financial markets. Conventional vector autoregressions (VARs) ove…
Neural ARFIMA model for forecasting BRIC exchange rates with long memory
Donia Besher, Madhurima Panja, Shovon Sengupta +1
Exchange rate forecasting remains a challenging problem, particularly for emerging economies, where the observed time series exhibit pronounced long-memory dependence, nonlinear dy…
Forecasting CPI inflation under economic policy and geopolitical uncertainties
Shovon Sengupta, Tanujit Chakraborty, Sunny Kumar Singh
Forecasting consumer price index (CPI) inflation is of paramount importance for both academics and policymakers at the central banks. This study introduces a filtered ensemble wave…
Explainable AI using expressive Boolean formulas
Gili Rosenberg, J. Kyle Brubaker, Martin J. A. Schuetz +6
We propose and implement an interpretable machine learning classification model for Explainable AI (XAI) based on expressive Boolean formulas. Potential applications include credit…
Quantum State Preparation of Normal Distributions using Matrix Product States
Jason Iaconis, Sonika Johri, Elton Yechao Zhu
State preparation is a necessary component of many quantum algorithms. In this work, we combine a method for efficiently representing smooth differentiable probability distribution…
Iteration Complexity of Variational Quantum Algorithms
Vyacheslav Kungurtsev, Georgios Korpas, Jakub Marecek +1
There has been much recent interest in near-term applications of quantum computers, i.e., using quantum circuits that have short decoherence times due to hardware limitations. Vari…
Generative Quantum Learning of Joint Probability Distribution Functions
Elton Yechao Zhu, Sonika Johri, Dave Bacon +9
Modeling joint probability distributions is an important task in a wide variety of fields. One popular technique for this employs a family of multivariate distributions with unifor…
Investigating the Evolvability of Web Page Load Time
Brendan Cody-Kenny, Umberto Manganiello, John Farrelly +4
Client-side Javascript execution environments (browsers) allow anonymous functions and event-based programming concepts such as callbacks. We investigate whether a mutate-and-test…
A Search for Improved Performance in Regular Expressions
Brendan Cody-Kenny, Michael Fenton, Adrian Ronayne +3
The primary aim of automated performance improvement is to reduce the running time of programs while maintaining (or improving on) functionality. In this paper, Genetic Programming…
Search for flavor changing neutral currents via quark-gluon couplings in single top quark production using 2.3 fb^-1 of ppbar collisions
D0 Collaboration, V. Abazov
We present a search for flavor changing neutral currents via quark-gluon couplings in a sample of single top quark final states corresponding to 2.3 fb^-1 of integrated luminosity…