On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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2 results for “UDN”

Variational Inference for Infinitely Deep Neural Networkscs.LG

UDN adapts depth to data complexity, outperforming standard neural networks.

problem Adapting neural network depth to data complexity.

method Variational inference for infinitely deep neural networks with a novel algorithm.

result UDN outperforms standard neural networks and other infinite-depth approaches.

Variational inference Infinite depth Neural networks Adaptive complexity Gradient optimization

2022-09-21abs ↗pdf ↗

Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approachcs.LG

Proposes a DRL-based MLB for UDNs to balance large-scale traffic.

problem Large-scale load balancing in ultra-dense networks (UDNs).

method Two-layer architecture with DRL for intra-cluster load balancing.

result Empirical results show superior load balancing performance.

Load Balancing Deep Reinforcement Learning Ultra-Dense Networks Mobility Load Balancing UDN

2019-06-03abs ↗pdf ↗