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09/03/2023
Separable Hamiltonian Neural Networks
The modelling of dynamical systems from discrete observations is a chall...
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06/12/2023
Extending JumpProcess.jl for fast point process simulation with time-varying intensities
Point processes model the occurrence of a countable number of random poi...
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05/24/2023
Confidential Truth Finding with Multi-Party Computation (Extended Version)
Federated knowledge discovery and data mining are challenged to assess t...
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09/25/2020
ε-net Induced Lazy Witness Complexes on Graphs
Computation of persistent homology of simplicial representations such as...
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04/11/2020
Construction and Random Generation of Hypergraphs with Prescribed Degree and Dimension Sequences
We propose algorithms for construction and random generation of hypergra...
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03/02/2020
Differential Privacy at Risk: Bridging Randomness and Privacy Budget
The calibration of noise for a privacy-preserving mechanism depends on t...
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02/07/2020
Finding Quantum Critical Points with Neural-Network Quantum States
Finding the precise location of quantum critical points is of particular...
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06/14/2019
Topological Data Analysis with ε-net Induced Lazy Witness Complex
Topological data analysis computes and analyses topological features of ...
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12/12/2018
An Efficient and Truthful Pricing Mechanism for Team Formation in Crowdsourcing Markets
In a crowdsourcing market, a requester is looking to form a team of work...
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05/04/2018