开课单位--不列颠哥伦比亚大学
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11
Priors over Recurrent Continuous Time Processes[在反复的连续时间先验的过程]
  Ardavan Saeedi(不列颠哥伦比亚大学) We introduce the Gamma-Exponential Process (GEP), a prior over a large family of continuous time processes. A hierarchical version of this prior (HGEP...
热度:37

12
Variational Inference over Combinatorial Spaces[组合空间上的变分推理]
  Alexandre Bouchard-Côté(不列颠哥伦比亚大学) Since the discovery of sophisticated fully polynomial randomized algorithms for a range of #P problems (Karzanov et al., 1991; Jerrum et al., 2001; Wi...
热度:44

13
Learning Influence Probabilities in Social Networks[在社会化网络学习的影响概率]
  Amit Goyal(不列颠哥伦比亚大学) Recently, there has been tremendous interest in the phenomenon of influence propagation in social networks. The studies in this area assume they have ...
热度:64

14
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization[凸优化非精确近端梯度算法的收敛速度]
  Mark Schmidt(不列颠哥伦比亚大学) We consider the problem of optimizing the sum of a smooth convex function and a non-smooth convex function using proximal-gradient methods, where an e...
热度:99

15
Impact of Screen Size on Performance, Awareness, and User Satisfaction With Adaptive Graphical User Interfaces[屏幕大小对自适应图形用户界面的性能、感知和用户满意度的影响]
  Leah Findlater(不列颠哥伦比亚大学) We conducted a study to compare adaptive interfaces for small versus desktop-sized screens, showing that high accuracy adaptive menus have a relativel...
热度:37

16
Observing Presenters' Use of Visual Aids to Inform the Design of Classroom Presentation Software[观察者使用直观教具告知课堂演示软件的设计]
  Joel Lanir(不列颠哥伦比亚大学) We conducted an observational study to examine current practice with both traditional blackboards and computer slides, with the ultimate goal of desig...
热度:50

17
Computer-Aided Algorithm Design: Automated Tuning, Configuration, Selection and Beyond[计算机辅助算法设计:自动调整,配置,选择和超越]
  Hoos Holger H(不列颠哥伦比亚大学) High-performance algorithms can be found at the heart of many software systems; they often provide the key to effectively solving the computationally ...
热度:35

18
Convex structure learning in log-linear models beyond pairwise potentials[对数线性模型中超越成对势的凸结构学习]
  Mark Schmidt(不列颠哥伦比亚大学) Previous work has examined structure learning in log-linear models with L1-regularization, largely focusing on the case of pairwise potentials. In thi...
热度:15

19
Evaluation of a Role-Based Approach for Customizing a Complex Development Environment[用于定制复杂开发环境的评估——以用户为基础的方法]
  Leah Findlater(不列颠哥伦比亚大学) In an interview study with software developers, we identify challenges of designing coarse-grained approaches to customization. The findings highlight...
热度:29

20
Active Sequential Estimation of Object Dynamics with Tactile Sensory Feedback[用触觉感知反馈主动序贯估计目标动力学]
  Jo-Anne Ting(不列颠哥伦比亚大学) Estimating parameters of object dynamics, such as viscosity or internal degrees of freedom, is key in the autonomous and dexterous robotic manipulatio...
热度:50
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