Results 271 to 280 of about 12,738,743 (318)
Some of the next articles are maybe not open access.
STOP A KILLER WITH EARLY DETECTION
Journal of Gerontological Nursing, 1985Because there are usually no early warning signals, elderly individuals are often asymptomatic until the colorectal cancer has progressed.
R L, Messner, S S, Gardner
openaire +2 more sources
Early stopping in global data computation
Proceedings of the twenty-first annual symposium on Principles of distributed computing, 2002The Global Data Computation problem consists of providing each process with the same vector (with one entry per process) such that each entry is filled by a value provided by the corresponding process. This paper presents a protocol that solves this problem in an asynchronous distributed system where processes can crash, but equipped with a perfect ...
Delporte-Gallet, Carole +3 more
openaire +4 more sources
Answer Convergence as a Signal for Early Stopping in Reasoning
Conference on Empirical Methods in Natural Language ProcessingChain-of-thought (CoT) prompting enhances reasoning in large language models (LLMs) but often leads to verbose and redundant outputs, thus increasing inference cost.
Xin Liu, Lu Wang
semanticscholar +1 more source
Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping
Neural Information Processing Systems, 2023In this paper, we empirically investigate a previously overlooked and widespread type of label noise, subclass-dominant label noise (SDN). Our findings reveal that, during the early stages of training, deep neural networks can rapidly memorize mislabeled
Ying-Long Bai +6 more
semanticscholar +1 more source
Stopping Trials Early Due to Harm
NEJM Evidence, 2022Stopping Trials Early Due to HarmDSMBs protect clinical trial participants from harm. We describe two trials stopped for potential harm to enrollees: a DSMB recommended termination soon after enrollment began when data showed higher mortality in the experimental versus the control arm, and a trial with completed enrollment was stopped while ...
Thomas, Cook, Olive D, Buhule
openaire +2 more sources
Early Stopping Against Label Noise Without Validation Data
International Conference on Learning RepresentationsEarly stopping methods in deep learning face the challenge of balancing the volume of training and validation data, especially in the presence of label noise.
Su-Qin Yuan, Lei Feng, Tongliang Liu
semanticscholar +1 more source
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models
Trans. Mach. Learn. Res.Diffusion probabilistic models have become a cornerstone of modern generative AI, yet the mechanisms underlying their generalization remain poorly understood.
Alessandro Favero +2 more
semanticscholar +1 more source
Joint Early Detection and Early Stopping scheme for complexity reduction of turbo decoding [PDF]
Journal of Electronics, 2007 In this paper, a Joint Early Detection and Early Stopping (JEDES) approach for effectively reducing the complexity of turbo decoding with negligible performance loss is proposed.
Pingzhi Fan
exaly +2 more sources
An Ultra-Low Complexity Early Stopping Criterion for Belief Propagation Polar Code Decoder
IEEE Communications Letters, 2022In order to reduce the decoding latency, a new early stopping criterion is proposed for belief propagation (BP) decoding. A kind of special processing elements (PEs) of BP decoder called frozen and information PE (FIPE) is selected to predict whether ...
Cheng-Yeh Chen +4 more
semanticscholar +1 more source
Early Stopping Chain-of-thoughts in Large Language Models
arXiv.orgReasoning large language models (LLMs) have demonstrated superior capacities in solving complicated problems by generating long chain-of-thoughts (CoT), but such a lengthy CoT incurs high inference costs.
Min-Jia Mao +3 more
semanticscholar +1 more source