[1708.05344] SMASH: One-Shot Model ...

2017-8-18 · Designing architectures for deep neural networks requires expert knowledge and substantial computation time. We propose a technique to accelerate architecture selection by learning an auxiliary HyperNet that generates the weights of a main model conditioned on that model''s architecture. By comparing the relative validation performance of networks with HyperNet-generated weights, we can ...

Improving Reproducibility in Machine Learning ...

2020-3-27 · One of the challenges in machine learning research is to ensure that presented and published results are sound and reliable. Reproducibility, that is obtaining similar results as presented in a paper or talk, using the same code and data (when available), is a necessary step to verify the reliability of research findings. Reproducibility is also an important step to promote open and accessible ...

Moisture-insensitive, self-powered ...

This work describes omniphobic, self-powered paper-based electronics (R F -SPEs), completely wireless paper-based electronic devices insensitive to moisture, liquid stains, and dust. R F -SPEs can be rapidly fabricated through the sequential spray-deposition of alkylated organosilanes, conductive nanoparticles, polytetrafluoroethylene (strong ...

The Collection | MoMA

Our evolving collection contains almost 200,000 works of modern and contemporary art. More than 92,000 works are currently available online.

Reconfigurable Robotics Lab ‐ EPFL

2021-10-4 · Robot-ants that can jump, communicate and work together. Published: 30.08.19 — A team of EPFL researchers has developed tiny 10-gram robots that are inspired by ants: they can communicate with each other, assign roles among themselves and complete complex tasks together. These reconfigurable robots are simple in structure, yet they can jump and crawl to explore uneven surfaces.

Robust predictions of specialized metabolism …

2019-2-5 · Specialized metabolites are critical for plant–environment interactions, e.g., attracting pollinators or defending against herbivores, and are important sources of plant-based pharmaceuticals. However, it is unclear what proportion of enzyme-encoding …

Human Decisions and Machine Predictions

2  · Human Decisions and Machine Predictions. We examine how machine learning can be used to improve and understand human decision-making. In particular, we focus on a decision that has important policy consequences. Millions of times each year, judges must decide where defendants will await trial—at home or in jail.

PACMan:CoordinatedMemoryCachingforParallelJobs

works split jobs in to multiple tasks that are run in par-allel. ere are oŸen enough idle compute slots for small jobs, consisting of few tasks, to run all their tasks in par-allel chtasksstartatroughlythe same timeandrunin a single wave. In contrast, large jobs, consisting of many tasks, seldom šnd enough compute slots to run all their

Collections

Today, machine learning—the study of algorithms that make data-based predictions—has found a new audience and a new set of possibilities. Made in Africa Developers in Africa use open source technology to solve some of the world''s most intractable problems …

Generative Adversarial Nets

2 Related work Until recently, most work on deep generative models focused on models that provided a parametric specification of a probability distribution function. The model can then be trained by maximiz-ing the log likelihood. In this family of model, perhaps the most succesful is …

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Wordsworth now offers over 400 titles of beautiful books at the most competitive price point on the market! Our most popular line is a collection of over 250 adult and children''s Classics, which start at only $4.99. In addition to those titles, we also offer a great selection of World Literature, Poetry, Mystery and Supernatural, Special ...

Researchers

Collaborate Seamlessly with Industry. SOLIDWORKS offers researchers the full suite of commercial software tools at special Research pricing. You can share files without watermarks or special license agreements, so your institution can support sponsored research applications with ease.

ASSET Research Group: BrakTooth

2021-10-8 · Why BrakTooth. The code name BrakTooth is the combination of two words: 1) Brak and 2) Tooth. While the word Tooth is clearly pointing towards Bluetooth targets, the word Brak is Norwegian and translates to crash in English. The BrakTooth family of vulnerabilities affect Bluetooth enabled devices by continuously crashing or deadlocking them, while some result in more serious …

DASAR PENDIGITALAN KOLEKSI PERPUSTAKAAN

2016-10-6 · 4 DASAR PENDIGITALAN KOLEKSI PERPUSTAKAAN 3.3 Koleksi digital (digitized collection) Koleksi digital merupakan koleksi perpustakaan atau bahan arkib yang ditukar kepada format yang boleh dibaca oleh mesin (machine-readable format) untuk tujuan pemeliharaan atau untuk menyediakan capaian secara

Deep Learning in Label-free Cell Classification

2016-3-15 · Multiple machine learning techniques for multivariate label-free cell classification are compared using our TS-QPI tumor cell detection dataset . The mean accuracies of …

Personal Values and Innovative ...

2019-4-18 · Introduction. Innovation is widely recognized as important for the effectiveness and success of organizations (Yuan and Woodman, 2010; Anderson et al., 2014; Razmus and Laguna, 2018).Due to the growing demands and expectations of customers and the global expansion of markets, innovation has become important for companies (Anderson et al., 2018).The importance of innovation has also been …

Introduction: Evolution of Brain-Computer Interfaces

2021-9-12 · While machine learning was already used for BCIs, more advanced and BCI-specific machine learning tools were proposed by different groups at that time to classify EEG signals in a more robust way, using, e.g., support vector machines or neural classifiers (Anderson et al, 1996, Blankertz et al 2002, Millan et al, 2002).

Persuading Investors: A Video-Based Study

2021-9-29 · men in mixed-gender teams. Using an experiment, we show persuasion delivery works mainly through leading investors to form inaccurate beliefs. JEL Classi cation: D91, G41, C55, G24 Keywords: Persuasion, Behavioral Economics, Video Data, Machine Learning * Hu: Yale University, [email protected] . Ma: Yale University and NBER, [email protected] ...

IGT

2021-9-4 · By employing the machine learning and AI-based capabilities of IBM® Security AppScan® application security software, IGT was able to rule out hundreds of "false positive" security issues and instead focus on a handful of specific code sections that have been fixed, allowing developers to meet their targets while mitigating security risks in the high-profile lottery and gaming industry.

Researchers

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Reconciling modern machine-learning practice and ...

2019-8-6 · While breakthroughs in machine learning and artificial intelligence are changing society, our fundamental understanding has lagged behind. It is traditionally believed that fitting models to the training data exactly is to be avoided as it leads to poor performance on unseen data. However, powerful modern classifiers frequently have near-perfect fit in training, a disconnect that spurred ...

(Cross-)Browser Fingerprinting via OS and ...

2017-3-9 · existing privacy-preserving works, and we will briefly discuss the defense of our cross-browser tracking in Section VII. Now, let us put aside the good, the bad and the ugly usages of web tracking, and look at the technique itself. To fingerprint different browsers installed on …

Reconfigurable Robotics Lab ‐ EPFL

2021-10-4 · Our Mission. At the Reconfigurable Robotics Lab we focus on the design, actuation, fabrication, and control of unique robotic systems. The research in our lab is committed to inventing interactive robotic systems with novel fabrication techniques and integration processes that push the limits of mechanical properties.

Learn2Sign – Impact Lab

Learn2Sign. Languages are best learned in immersive environments with rich feedback. This is specially true for signed languages due to their visual and poly-componential nature. Computer Aided Language Learning (CALL) solutions successfully incorporate feedback for spoken languages, but no such solution exists for signed languages.

Continuous Stress Detection Using ...

2019-4-18 · Most works have only used features extracted from the smartphones [42,43,44]. Smart wearable devices are not used in the campus environment in most of the works. The stress detection research has taken a step to the unrestricted real life since the ultimate aim is to detect stress levels of individuals in their daily routines.

Robust predictions of specialized metabolism genes ...

2019-2-5 · Specialized metabolites are critical for plant–environment interactions, e.g., attracting pollinators or defending against herbivores, and are important sources of plant-based pharmaceuticals. However, it is unclear what proportion of enzyme-encoding genes play a role in specialized metabolism (SM) as opposed to general metabolism (GM) in any plant species.

Drivers of Disruption? Estimating ...

2019-7-29 · survey evidence shows that Uber drivers enjoy the work flexibility the platform permits, while exhibit-ing higher hourly earnings than traditional taxi drivers (Hall and Krueger, 2015). Cramer and Krueger (2016) provide an explanation for the higher incomes of Uber drivers in documenting that they benefit from higher capacity utilization.

An Empirical Evaluation of In-Memory Multi-Version ...

2020-10-9 · DBMSs running on a machine with a large number of CPU cores. As such, this previous work does not reflect recent trends in latch-free [27] and serializable [20] concurrency control, as well as in-memory storage [36] and hybrid workloads [40]. In this paper, we perform such a study for key transaction man-

Yael''s Homepage

2019-1-8 · Yael Niv Professor Princeton Neuroscience Institute and Psychology Department Princeton Neuroscience Institute room 143 Princeton University Email: yael at princeton edu My Lab (here is a short article from Innovation Magazine on what we …

Unexpected challenges in large scale machine learning

Unexpected challenges in large scale machine learning. August 2012. DOI: 10.1145/2351316.2351317. Conference: Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous ...

The CIA Hacking Group (APT-C-39) Conducts Cyber ...

2020-3-3 · U.S.-related hacking group launched cyber-attacks against China Qihoo 360 discovered and revealed cyber-attacks by the CIA hacking group (APT-C-39) which lasts for eleven years against China. Several industry sectors have been targeted including ...

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