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Proceedings of the VLDB Endowment, 2020
Deep neural networks (deep nets) are revolutionizing many machine learning (ML) applications. But there is a major bottleneck to wider adoption: the pain and resource intensiveness of model selection. This empirical process involves exploring deep net architectures and hyper-parameters, often requiring hundreds of ...
Supun Nakandala, Yuhao Zhang, Arun Kumar
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Deep neural networks (deep nets) are revolutionizing many machine learning (ML) applications. But there is a major bottleneck to wider adoption: the pain and resource intensiveness of model selection. This empirical process involves exploring deep net architectures and hyper-parameters, often requiring hundreds of ...
Supun Nakandala, Yuhao Zhang, Arun Kumar
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Cerebro-cerebellar Connections
Handbook of the Cerebellum and Cerebellar Disorders, 2013Thomas C. Watson, Richard Apps
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Errata for "Cerebro: A Data System for Optimized Deep Learning Model Selection"
Proceedings of the VLDB Endowment, 2021We discovered that there was an inconsistency in the communication cost formulation for the decentralized fine-grained training method in Table 2 of our paper [1].
Supun Nakandala, Yuhao Zhang, Arun Kumar
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Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
While there are many existing platforms that help people plan and coordinate collective action, many serendipitous moments for group interaction are left out because we are not able recognize them. In this paper, we aim to facilitate interaction in these missed opportunities through a new form of interaction we call opportunistic collective experiences.
Jennie Werner, Allison Sun
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While there are many existing platforms that help people plan and coordinate collective action, many serendipitous moments for group interaction are left out because we are not able recognize them. In this paper, we aim to facilitate interaction in these missed opportunities through a new form of interaction we call opportunistic collective experiences.
Jennie Werner, Allison Sun
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¿Por qué llamamos cerebro al cerebro?
Revista de Neurología, 2017Introduccion. Todos los dias, millones de profesionales utilizan un sinfin de palabras tecnicas para referirse a las distintas estructuras que se hallan dentro del craneo, pero pocos sabrian explicar su procedencia. En este trabajo se indaga sobre el origen etimologico de algunos de estos terminos neuroanatomicos. Desarrollo. Se realiza un recorrido
Alberto García Molina +1 more
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Del cerebro hostil al cerebro inteligente
2023¿Qué pasa en nuestro cerebro? ¿Por qué y cómo nos enfadamos, posicionamos, sesgamos nuestro pensamiento, construimos nuestra narrativa…? ¿Por qué una situación dispara nuestra ira y no podemos explicar qué nos pasó para “perder los papeles” o dejar de ser conscientes del daño que causábamos, de las consecuencias de nuestro comportamiento?
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