Constructing a neural network model for each new dataset is the ultimate nightmare for every data scientist. What if you could forecast the accuracy of the neural network earlier thanks to accumulated experience and approximation? ...
Computer Sciences
Dec 14, 2018
0
40
Algorithmic fairness is increasingly important because as more decisions of greater importance are made by computer programs, the potential for harm grows. Today, algorithms are already widely used to determine credit scores, ...
Computer Sciences
Dec 14, 2018
0
16
Technology and environmental sustainability leaders must work together on collaborative solutions to unlock the power of emerging technology to address the challenges of environmental sustainability, including those related ...
Computer Sciences
Dec 14, 2018
0
7
There's an increasing concern among scholars that, in many areas of science, famous published results tend to be impossible to reproduce.
Computer Sciences
Dec 13, 2018
0
9
Producing realistic animated film figures is a highly complex technical endeavour. ETH researchers have now shown how drones can be used to greatly reduce the effort required in the process.
Engineering
Dec 5, 2018
0
9
Personal data collection, machine learning and artificial intelligence are encroaching in our lives at a pace that many of us find unsettling, if not downright scary. Not to mention that many of us can't tell the difference ...
Computer Sciences
Dec 4, 2018
0
14
Interpretability and performance of a system are usually at odds with each other, as many of the best-performing models (viz. deep neural networks) are black box in nature. In our work, Improving Simple Models with Confidence ...
Computer Sciences
Dec 3, 2018
0
5
This week, at the International Electron Devices Meeting (IEDM) and the Conference on Neural Information Processing Systems (NeurIPS), IBM researchers will showcase new hardware that will take AI further than it's been before: ...
Hardware
Dec 3, 2018
0
43
There is a deep connection between planning and inference, and over the last decade, multiple researchers have introduced explicit reductions showing how stochastic planning can be solved using probabilistic inference with ...
Computer Sciences
Nov 30, 2018
0
3
If you can recognize structures around you while walking down a city street, you have your eyes to thank. Humans can automatically perceive 3-D structure in the world by identifying lines, shapes, symmetries and the patterns ...
Computer Sciences
Nov 30, 2018
0
7
