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20162024
most citedThe Effective Geometry Monte Carlo Algorithm: Applications to Molecular Communication

4 citations

5 papers

cs.IT2024

Joint Resource-Power Allocation and UE Rank Selection in Multi-User MIMO Systems with Linear Transceivers

K. Pavan Srinath, Alix Jeannerot, Alvaro Valcarce Rial

Next-generation wireless networks aim to deliver data speeds much faster than 5G. This requires base stations with lots of antennas and a large operating bandwidth. These advanced…

math.AP2023

Macroscopic limit for stochastic chemical reactions involving diffusion and spatial heterogeneity

Malcolm Egan, Bao Quoc Tang

To model bio-chemical reaction systems with diffusion one can either use stochastic, microscopic reaction-diffusion master equations or deterministic, macroscopic reaction-diffusio…

math.OC2019★ 2 cited

Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees

Vyacheslav Kungurtsev, Malcolm Egan, Bapi Chatterjee +1

Asynchronous distributed algorithms are a popular way to reduce synchronization costs in large-scale optimization, and in particular for neural network training. However, for nonsm…

cs.ET2018★ 4 cited

The Effective Geometry Monte Carlo Algorithm: Applications to Molecular Communication

Fatih Dinc, Leander Thiele, Bayram Cevdet Akdeniz

In this work, we address the systematic biases and random errors stemming from finite step sizes encountered in diffusion simulations. We introduce the Effective Geometry Monte Car…

cs.IT2016

Approximate Capacity Region of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback

Victor Quintero, Samir M. Perlaza, Iñaki Esnaola +1

In this paper, the capacity region of the linear deterministic interference channel with noisy channel-output feedback (LD-IC-NF) is fully characterized. The proof of achievability…