44 citations · 50 across the 2 of their papers we have counts for
3 papers
On improving deep learning generalization with adaptive sparse connectivity
Shiwei Liu, Decebal Constantin Mocanu, Mykola Pechenizkiy
Large neural networks are very successful in various tasks. However, with limited data, the generalization capabilities of deep neural networks are also very limited. In this paper…
On-line Building Energy Optimization using Deep Reinforcement Learning
Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen +4
Unprecedented high volumes of data are becoming available with the growth of the advanced metering infrastructure. These are expected to benefit planning and operation of the futur…
Predictive No-Reference Assessment of Video Quality
Maria Torres Vega, Decebal Constantin Mocanu, Antonio Liotta
Among the various means to evaluate the quality of video streams, No-Reference (NR) methods have low computation and may be executed on thin clients. Thus, NR algorithms would be p…