Filter Results:
- Full text PDF available (17)
Publication Year
2006
2019
- This year (8)
- Last 5 years (31)
- Last 10 years (42)
Publication Type
Co-author
Journals and Conferences
Learn More
- D. Sculley
- WWW
- 2010
We present two modifications to the popular k-means clustering algorithm to address the extreme requirements for latency, scalability, and sparsity encountered in user-facing web applications. First,… (More)
- D. Sculley, Gabriel Wachman
- SIGIR
- 2007
Spam is a key problem in electronic communication, including large-scale email systems and the growing number of blogs. Content-based filtering is one reliable method of combating this threat in its… (More)
- H. Brendan McMahan, Gary Holt, +13 authors Jeremy Kubica
- KDD
- 2013
Predicting ad click-through rates (CTR) is a massive-scale learning problem that is central to the multi-billion dollar online advertising industry. We present a selection of case studies and topics… (More)
- D. Sculley
- KDD
- 2010
Many real-world data mining tasks require the achievement of two distinct goals when applied to unseen data: first, to induce an accurate preference ranking, and second to give good regression… (More)
Any sufficiently complex system acts as a black box when it becomes easier to experiment with than to understand. Hence, black-box optimization has become increasingly important as systems have… (More)
- D. Sculley, Carla E. Brodley
- Data Compression Conference (DCC'06)
- 2006
The use of compression algorithms in machine learning tasks such as clustering and classification has appeared in a variety of fields, sometimes with the promise of reducing problems of explicit… (More)
- D. Sculley
- CEAS
- 2007
Active learning methods seek to reduce the number of labeled examples needed to train an effective classifier, and have natural appeal in spam filtering applications where trustworthy labels for… (More)
- D. Sculley
- 2009
Pairwise learning to rank methods such as RankSVM give good performance, but suffer from the computational burden of optimizing an objective defined over O(n) possible pairs for data sets with n… (More)
- Brendan R Scott, Katie May Slattery, D. Sculley, Jacob A Hodson, Ben J. Dascombe
- Journal of strength and conditioning research
- 2015
This study aimed to determine whether different levels of hypoxia affect physical performance during high-intensity resistance exercise or subsequent cardiovascular and perceptual responses. Twelve… (More)
- Brendan R Scott, Katie May Slattery, D. Sculley, Ben J. Dascombe
- Sports medicine
- 2014
It is generally believed that optimal hypertrophic and strength gains are induced through moderate- or high-intensity resistance training, equivalent to at least 60% of an individual's 1-repetition… (More)