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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.

168,742 papers · 148 categories

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2 results for “MultiTargeted”

An Alternative Surrogate Loss for PGD-based Adversarial Testingcs.LG

Paper introduces MultiTargeted testing, improving adversarial testing efficiency.

problem Improving efficiency and effectiveness of adversarial testing methods.

method Introduces MultiTargeted testing, using alternative surrogate losses.

result MultiTargeted outperforms other PGD-based methods, requiring fewer iterations.

Adversarial Testing Projected Gradient Descent Surrogate Loss MultiTargeted MNIST

2019-10-21abs ↗pdf ↗

DeepDA: LSTM-based Deep Data Association Network for Multi-Targets Tracking in Cluttercs.LG

The Long Short-Term Memory (LSTM) neural network based data association algorithm named as DeepDA for multi-target tracking in clutters is proposed to deal with the NP-hard combinatorial optimization problem in this paper. Different from the classical data association methods involving complex models and accurate prior…

2019-07-16abs ↗pdf ↗