User profiles for A. Krause
Andreas KrauseProfessor of Computer Science, ETH Zurich Verified email at inf.ethz.ch Cited by 43686 |
Chlorophyll fluorescence and photosynthesis: the basics
GH Krause, E Weis - Annual review of plant biology, 1991 - annualreviews.org
Chlorophyll a fluorescence emitted by green plants reflects photosynthetic activities in a
complex manner. Recent improvements of fluorescence measuring techniques have made the …
complex manner. Recent improvements of fluorescence measuring techniques have made the …
The sleep-deprived human brain
How does a lack of sleep affect our brains? In contrast to the benefits of sleep, frameworks
exploring the impact of sleep loss are relatively lacking. Importantly, the effects of sleep …
exploring the impact of sleep loss are relatively lacking. Importantly, the effects of sleep …
Physics with e+ e− linear colliders
The physics potential of e + e − linear colliders is summarized in this report. These machines
are planned to operate in the first phase at a center-of-mass energy of 500GeV, before …
are planned to operate in the first phase at a center-of-mass energy of 500GeV, before …
Cost-effective outbreak detection in networks
Given a water distribution network, where should we place sensors toquickly detect contaminants?
Or, which blogs should we read to avoid missing important stories?. These seemingly …
Or, which blogs should we read to avoid missing important stories?. These seemingly …
[PDF][PDF] Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies.
When monitoring spatial phenomena, which can often be modeled as Gaussian processes (GPs),
choosing sensor locations is a fundamental task. There are several common …
choosing sensor locations is a fundamental task. There are several common …
Gaussian process optimization in the bandit setting: No regret and experimental design
Many applications require optimizing an unknown, noisy function that is expensive to
evaluate. We formalize this task as a multi-armed bandit problem, where the payoff function is …
evaluate. We formalize this task as a multi-armed bandit problem, where the payoff function is …
Inferring networks of diffusion and influence
…, J Leskovec, A Krause - ACM Transactions on …, 2012 - dl.acm.org
Information diffusion and virus propagation are fundamental processes taking place in networks.
While it is often possible to directly observe when nodes become infected with a virus or …
While it is often possible to directly observe when nodes become infected with a virus or …
Functional characteristics of an endophyte community colonizing rice roots as revealed by metagenomic analysis
…, J Döring, A Weilharter, A Krause… - Molecular Plant …, 2012 - Am Phytopath Society
Roots are the primary site of interaction between plants and microorganisms. To meet food
demands in changing climates, improved yields and stress resistance are increasingly …
demands in changing climates, improved yields and stress resistance are increasingly …
Safe model-based reinforcement learning with stability guarantees
Reinforcement learning is a powerful paradigm for learning optimal policies from experimental
data. However, to find optimal policies, most reinforcement learning algorithms explore all …
data. However, to find optimal policies, most reinforcement learning algorithms explore all …
[PDF][PDF] Submodular function maximization.
… This application requires solving a difficult real-world optimization problem, that can be
handled with the techniques discussed in this chapter (Krause et al. 2008b show in detail how …
handled with the techniques discussed in this chapter (Krause et al. 2008b show in detail how …