开课单位--以色列理工学院
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Online Learning for Time Series Prediction[时间序列预测的在线学习]
   Elad Hazan(以色列理工学院) In this paper, we address the problem of predicting a time series using the ARMA (autoregressive moving average) model, under minimal assumptions on t...
热度:159

12
Ranking From Pairs and Triplets: Information Quality, Evaluation Methods and Query Complexity[V][排名从对和三胞胎:信息质量,评价方法和查询的复杂性[五]]
  Kira Radinsky(以色列理工学院) Obtaining judgments from human raters is a vital part in the design of search engines’ evaluation. Today, there exists a discrepancy between jud...
热度:58

13
Volume Regularization for Binary Classification[二元分类量正则化]
  Koby Crammer(以色列理工学院) We introduce a large-volume box classification for binary prediction, which maintains a subset of weight vectors, and specifically axis-aligned boxes....
热度:49

14
Context-Aware Saliency Detection[上下文感知的显著性检测]
  Lihi Zelnik-Manor(以色列理工学院) We propose a new type of saliency – context-aware saliency – which aims at detecting the image regions that represent the scene. This defi...
热度:78

15
Model Selection in Markovian Processes[马氏过程的模型选择]
  Shie Mannor(以色列理工学院) We address the problem of how to use a sample of trajectories to choose from a candidate set of possible state spaces in different types of Markov pro...
热度:36

16
On Recent Trends in Extremely Large-Scale Convex Optimization[超大规模凸优化的最新发展趋势]
  Arkadi Nemirovski(以色列理工学院) In the talk, we focus on algorithms for solving well-structured large-scale convex programs in the case where huge problem's sizes prevent process...
热度:97

17
Online Classification with Specificity Constraints[具有特异性约束的在线分类]
  Andrey Bernstein(以色列理工学院) We consider the online binary classification problem, where we are given m classifiers. At each stage, the classifiers map the input to the probabilit...
热度:43

19
State estimation and prediction based on dynamic spike train decoding: noise, adaptation, and multisensory integration[基于动态尖峰序列解码的状态估计和预测:噪声,自适应和多感知集成]
  Ron Meir(以色列理工学院) A key requirement facing organisms, or agents in general, acting in uncertain dynamic environments is the real-time estimation and prediction of envir...
热度:50

20
The Emergence of Life on Earth: Mystery or Scientific Problem? [地球上生命的出现:神秘还是科学问题?]
  Iris Fry(以色列理工学院) Until the end of the 19th century, the origin of life on Earth was explained either as the creative act of god or as the result of "spontaneous g...
热度:60
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