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- The University of MelbourneAU136 papers
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103 papers · 1 filter
Who will accept my request? Predicting response of link initiation in two-way relation networks
Amin Javari, Mehrab Norouzitallab, Mahdi Jalili
Popularity of social networks has rapidly increased over the past few years, and daily lives interrupt without their proper functioning. Social networking platform provide multiple…
High Dimensional Level Set Estimation with Bayesian Neural Network
Huong Ha, Sunil Gupta, Santu Rana +1
Level Set Estimation (LSE) is an important problem with applications in various fields such as material design, biotechnology, machine operational testing, etc. Existing techniques…
Analytical solution for an acoustic boundary layer around an oscillating rigid sphere
Evert Klaseboer, Qiang Sun, Derek Y. C. Chan
Analytical solutions in fluid dynamics can be used to elucidate the physics of complex flows and to serve as test cases for numerical models. In this work, we present the analytica…
Divide and Learn: A Divide and Conquer Approach for Predict+Optimize
Ali Ugur Guler, Emir Demirovic, Jeffrey Chan +3
The predict+optimize problem combines machine learning ofproblem coefficients with a combinatorial optimization prob-lem that uses the predicted coefficients. While this problemcan…
Phase-space methods for representing, manipulating, and correcting Gottesman-Kitaev-Preskill qubits
Lucas J. Mensen, Ben Q. Baragiola, Nicolas C. Menicucci
The Gottesman-Kitaev-Preskill (GKP) encoding of a qubit into a bosonic mode is a promising bosonic code for quantum computation due to its tolerance for noise and all-Gaussian gate…
Error bounds revisited
Nguyen Duy Cuong, Alexander Y. Kruger
We propose a unifying general framework of quantitative primal and dual sufficient and necessary error bound conditions covering linear and nonlinear, local and global settings. Th…