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FOIKS
2008
Springer
16 years 3 months ago
Cost-minimising strategies for data labelling : optimal stopping and active learning
Supervised learning deals with the inference of a distribution over an output or label space $\CY$ conditioned on points in an observation space $\CX$, given a training dataset $D$...
Christos Dimitrakakis, Christian Savu-Krohn
ICCD
2004
IEEE
128views Hardware» more  ICCD 2004»
16 years 3 months ago
Static Transition Probability Analysis Under Uncertainty
Deterministic gate delay models have been widely used to find the transition probabilities at the nodes of a circuit for calculating the power dissipation. However, with progress...
Siddharth Garg, Siddharth Tata, Ravishankar Arunac...
ICCAD
2008
IEEE
140views Hardware» more  ICCAD 2008»
16 years 3 months ago
Correct-by-construction microarchitectural pipelining
— This paper presents a method for correct-by-construction microarchitectural pipelining that handles cyclic systems with dependencies between iterations. Our method combines pre...
Timothy Kam, Michael Kishinevsky, Jordi Cortadella...
ICCAD
2007
IEEE
96views Hardware» more  ICCAD 2007»
16 years 3 months ago
Monte-Carlo driven stochastic optimization framework for handling fabrication variability
Increasing effects of fabrication variability have inspired a growing interest in statistical techniques for design optimization. In this work, we propose a Monte-Carlo driven sto...
Vishal Khandelwal, Ankur Srivastava
ICCAD
2002
IEEE
113views Hardware» more  ICCAD 2002»
16 years 3 months ago
Interconnect-aware high-level synthesis for low power
Abstract—Interconnects (wires, buffers, clock distribution networks, multiplexers and busses) consume a significant fraction of total circuit power. In this work, we demonstrat...
Lin Zhong, Niraj K. Jha
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