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Change card config.
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aterenin committed Jan 12, 2024
1 parent 54c32e6 commit 8a2f008
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Expand Up @@ -15,6 +15,7 @@ buttons = [
{name="Video", url = "https://aistats2020.net/poster_1009.html"},
]
katex = true
large_card = true
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Learning models of physical systems can be tricky, but exploiting inductive biases about the nature of the system can speed up learning significantly.
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1 change: 1 addition & 0 deletions content/2020-06-18-Aligning-Time-Series/index.md
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Expand Up @@ -17,6 +17,7 @@ buttons = [
{name = "Video", url = "https://virtual.aistats.org/virtual/2021/poster/1628"},
]
katex = true
large_card = true
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Data is often gathered sequentially in the form of a time series, which consists of sequences of data points observed at successive time points.
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1 change: 1 addition & 0 deletions content/2020-07-09-GP-sampling/index.md
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Expand Up @@ -17,6 +17,7 @@ buttons = [
{name = "Video", url = "https://icml.cc/virtual/2020/poster/6461"},
]
katex = true
large_card = true
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Gaussian processes (GPs) play a pivotal role in many complex machine learning algorithms. For example, sequential decision-making strategies such as Bayesian optimization frequently use GPs to represent different actions' possible outcomes.
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1 change: 1 addition & 0 deletions content/2020-09-25-Riemannian-Matern-GP/index.md
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Expand Up @@ -16,6 +16,7 @@ buttons = [
{name = "Poster", url = "presentations/2020-12-07-Riemannian-Matern-GP-Poster/2020-12-07-Riemannian-Matern-GP-Poster.pdf"},
]
katex = true
large_card = true
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Gaussian processes are a useful technique for modeling unknown functions `$f:\mathbb{R}^d\to\mathbb{R}$`.
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1 change: 1 addition & 0 deletions content/2020-10-30-Graph-Matern-GP/index.md
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Expand Up @@ -18,6 +18,7 @@ buttons = [
{name = "Video", url = "https://virtual.aistats.org/virtual/2021/oral/1817"},
]
katex = true
large_card = true
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Gaussian processes are a model class for learning unknown functions from data.
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1 change: 1 addition & 0 deletions content/2021-01-22-Contact-Dynamics/index.md
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video = "https://virtual.aistats.org/virtual/2021/poster/1764"
katex = true
large_card = true
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Learning models of physical systems can sometimes be difficult.
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1 change: 1 addition & 0 deletions content/2021-09-28-Vector-Field-GP/index.md
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Expand Up @@ -17,6 +17,7 @@ buttons = [
{name = "Video", url = "https://neurips.cc/virtual/2021/poster/27056"},
]
katex = true
large_card = true
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