Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy
- Florian Scheidegger
- Roxana Istrate
- et al.
- 2020
- Visual Computer
Paper
Publications
41 results for Cristiano Malossi
torcpy: Supporting task parallelism in Python
- Panagiotis Hadjidoukas
- A. Bartezzaghi
- et al.
- 2020
- SoftwareX
PaperReducing Data Motion to Accelerate the Training of Deep Neural Networks
- Sicong Zhuang
- Cristiano Malossi
- et al.
- 2020
- arXiv
PaperXwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs
- 2020
- COOL CHIPS 2020
Conference paperConstrained deep neural network architecture search for IoT devices accounting for hardware calibration
- Florian Scheidegger
- Luca Benini
- et al.
- 2019
- NeurIPS 2019
Conference paperFloatX: A C++ library for customized floating-point arithmetic
- Goran Flegar
- Florian Scheidegger
- et al.
- 2019
- ACM TOMS
PaperTAPAS: Train-less accuracy predictor for architecture search
- Roxana Istrate
- Florian Scheidegger
- et al.
- 2019
- AAAI 2019
Conference paperNeuNetS: An Automated Synthesis Engine for Neural Network Design
- Atin Sood
- Benjamin Elder
- et al.
- 2019
- arXiv
PaperA scalable iterative dense linear system solver for multiple right-hand sides in data analytics
- Vassilis Kalantzis
- Cristiano Malossi
- et al.
- 2018
- Parallel Computing
PaperThe transprecision computing paradigm: Concept, design, and applications
- Cristiano Malossi
- Michael Schaffner
- et al.
- 2018
- DATE 2018
Conference paper