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Towards Automating Precision Studies of Clone Detectors
Vaibhav Saini, Farima Farmahinifarahani, Yadong Lu +5
Current research in clone detection suffers from poor ecosystems for evaluating precision of clone detection tools. Corpora of labeled clones are scarce and incomplete, making eval…
Gaussian Process Accelerated Feldman-Cousins Approach for Physical Parameter Inference
Lingge Li, Nitish Nayak, Jianming Bian +1
The unified approach of Feldman and Cousins allows for exact statistical inference of small signals that commonly arise in high energy physics. It has gained widespread use, for in…
Improved Energy Reconstruction in NOvA with Regression Convolutional Neural Networks
Pierre Baldi, Jianming Bian, Lars Hertel +1
In neutrino experiments, neutrino energy reconstruction is crucial because neutrino oscillations and differential cross-sections are functions of neutrino energy. It is also challe…
Oreo: Detection of Clones in the Twilight Zone
Vaibhav Saini, Farima Farmahinifarahani, Yadong Lu +2
Source code clones are categorized into four types of increasing difficulty of detection, ranging from purely textual (Type-1) to purely semantic (Type-4). Most clone detectors rep…
Solving the Rubik's Cube Without Human Knowledge
Stephen McAleer, Forest Agostinelli, Alexander Shmakov +1
A generally intelligent agent must be able to teach itself how to solve problems in complex domains with minimal human supervision. Recently, deep reinforcement learning algorithms…
Polynomial threshold functions, hyperplane arrangements, and random tensors
Pierre Baldi, Roman Vershynin
A simple way to generate a Boolean function is to take the sign of a real polynomial in variables. Such Boolean functions are called polynomial threshold functions. How many lo…