{"cells":[{"cell_type":"markdown","id":"3888a06a","metadata":{},"source":["# Smoothing, Volume, and Samples"]},{"cell_type":"markdown","id":"7a84af3b","metadata":{},"source":["Take a look at the data below. What do you see?\n","\n","Despite the sparsity and noise, a pattern is visible, and one often wants to infer the underlying smooth function which produced the data. A common misconception is that it is necessary to assume a degree of smoothness in order to avoid overfitting the noise.\n","\n","This notebook illustrates why that is not the case. It turns out we can jointly infer the function and its smoothness in a sensible way using Bayes' theorem and Gaussian processes. This problem teaches us the importance of parameter volume in high dimensions, explains why the posterior maximum often looks nothing whatsoever like a posterior sample, and demonstrates that uncertainty quantification is valuable even if one does not need uncertainties."]},{"cell_type":"code","execution_count":1,"id":"e8617c24","metadata":{},"outputs":[{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAABHAAAAM6CAYAAADpErReAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAewgAAHsIBbtB1PgAAsCFJREFUeJzs/X98VPWd9/8/h4wITBLxR9IqYWsppiAJayPYKpoM0bgtGnRcqb113QRR+yP9ob1Y7bW99tN6XVd/XP6s1pbbSmElbGnVTTOugnstaZ0kir+KY6+EAEHcVUnKlthWJ5kAwjDfP/zONCG/5sd75pwz87jfbnO7DXPOvM8rMBnOeZ3X+/V2RaPRqAAAAAAAAGBb06wOAAAAAAAAAJMjgQMAAAAAAGBzJHAAAAAAAABsjgQOAAAAAACAzZHAAQAAAAAAsDkSOAAAAAAAADZHAgcAAAAAAMDmSOAAAAAAAADYHAkcAAAAAAAAmyOBAwAAAAAAYHMkcAAAAAAAAGyOBA4AAAAAAIDNkcABAAAAAACwORI4AAAAAAAANkcCBwAAAAAAwOZI4AAAAAAAANic2+oAkD1HjhxRd3e3JKmkpERuN//8AAAAAACYdvz4cQ0MDEiSKisrNWPGjLTH5Ao+j3R3d+uiiy6yOgwAAAAAAPLGK6+8oqVLl6Y9DlOoAAAAAAAAbI4KnDxSUlISf/7KK6/o7LPPtjAaAAAAAABy08GDB+MzYEZei6eDBE4eGdnz5uyzz1ZZWZmF0QAAAAAAkPtM9Z9lChUAAAAAAIDNkcABAAAAAACwORI4AAAAAAAANkcCBwAAAAAAwOZI4AAAAAAAANgcCRwAAAAAAACbI4EDAAAAAABgcyRwAAAAAAAAbI4EDgAAAAAAgM2RwAEAAAAAALA5EjgAAAAAAAA2RwIHAAAAAADA5kjgAAAAAAAA2BwJHAAAAAAAAJsjgQMAAAAAAGBzJHAAAAAAAABsjgQOAAAAAACAzZHAAQAAAAAAsDkSOAAAAAAAADZHAgcAAAAAAMDmSOAAAAAAAADYHAkcAAAAAAAAmyOBAwAAAAAAYHOOTeAcOnRIW7du1be//W195jOf0VlnnSWXyyWXy6XVq1dn5Ji/+MUvdOWVV+rDH/6wZsyYoY985CO68cYb9eKLLyY8xvDwsO655x4tXbpUZ5xxhjwejxYsWKC1a9fqrbfeykjcAAAAAADA2dxWB5CqD33oQ1k71uHDh3X99dfrmWeeGfX622+/rS1btugXv/iFvv3tb+s73/nOpOPs379fK1as0Ouvvz7q9d7eXvX29mrDhg3asmWLrr76auM/AwAAAAAAcC7HVuCM9Bd/8Re68sorMzb+mjVr4smb5cuX68knn9Qrr7yijRs36mMf+5hOnDihu+66S+vXr59wjMHBQV111VXx5M2tt96qX//613rhhRf0ve99T4WFhQqFQrrhhhv029/+NmM/CwAAAAAAcB7HVuB8+9vf1tKlS7V06VJ96EMf0ptvvqmPfvSjxo/z7LPP6rHHHpMk1dfXy+/3q6CgQJK0dOlSrVy5UhdeeKHefvttffOb39SqVat0+umnjxnn3nvv1b59+yRJ99xzj+644474tosvvlher1c1NTUaHh7W7bffrvb2duM/CwAAAAAAcCbHVuD8z//5P3X11VdnfCrVfffdJ0lyu91at25dPHkTc9ZZZ+nuu++WJL377rvasGHDmDGOHTumH/3oR5KkhQsXau3atWP2ueSSS3TzzTdLkjo6OvSb3/zG6M8BAAAAAACcy7EJnGwYHBzUr3/9a0nSFVdcobKysnH3u+6661RcXCxJ8vv9Y7YHAgG99957kqTGxkZNmzb+X/vI5svjjQMAAAAAAPITCZxJ/OY3v9H7778vSaqpqZlwv+nTp+tTn/pU/D3Hjh0btf3555+PP59snCVLlmjWrFmSpB07dqQcNwAAAAAAyC0kcCaxe/fu+PMFCxZMum9s+/Hjx8esMpXoOG63W/Pnz5ck7dmzJ+l4AQAAAABAbnJsE+Ns6Ovriz+faPpUzNy5c+PPDxw4oPPPP3/MOB6PR7Nnz55ynK6uLg0MDOjo0aM69dRTU4p3PAcPHkx4rHw1MDCg0tLSUa8dOnRIJSUlFkUEAAAAAAAJnEkNDg7GnxcWFk66r8fjiT8fGhoad5ypxhhvnGQSOCOTSAAAAAAAIHcwhWoSR44ciT+fPn36pPuOTLQcPnx43HGmGmOqcQAAAAAAQH6iAmcSM2bMiD+PNTOeyNGjR+PPZ86cOe44U40x1ThTOXDgwKTbDx48qIsuuiipMQEAAAAAgPVI4EyiqKgo/vzkaVEnC4fD8ecnT5WKjTPVGFONM5Wp+vQAAAAAAABnYgrVJEYmRKZqEDyy+uXkXjSxccLhsN59992ExikpKUmq/w0AAAAAAMhdJHAmMXIlqb179066b2y72+3Weeedl9I4x48f1xtvvCFJWrhwYdLxAgAAAACA3EQCZxJLly6NNx7u6OiYcL/3339fL730Uvw9p5xyyqjtl156afz5ZOPs3LkzPoVq2bJlKccNAAAAAAByCwmcSRQVFenyyy+XJP3qV7+acBpVa2urQqGQJMnn843Z7vV6ddppp0mSmpubFY1Gxx1n06ZN8efjjQMAAAAAAPJTXidwNm3aJJfLJZfLpbvuumvcff7u7/5O0gfTm77yla8oEomM2v7OO+/om9/8piRp9uzZuuWWW8aMMX36dH3961+XJO3Zs0f33XffmH1efPFFbdy4UZJUU1OjpUuXpvxzAQAAAACA3OLYVaief/557d+/P/7nd955J/58//79o6pZJGn16tUpHae2tlaf+9zn9Nhjj+mpp55SXV2dbr/9dp1zzjnq7u7W9773Pb399tuSpLvvvlunn376uOPccccdevzxx7Vv3z7deeed2r9/vz73uc9p5syZCgQC+v73v6/jx49r5syZevDBB1OKFQAAAAAA5CbHJnA2bNig5ubmcbft2LFDO3bsGPVaqgkcSfqnf/onhUIhPfPMMwoEAgoEAqO2T5s2Tf/f//f/6Qtf+MKEYxQVFWnbtm1asWKFXn/9da1fv17r168ftU9xcbG2bNmiCy64IOVYAQAAAABA7snrKVSJmjlzprZt26YtW7aorq5OpaWlmj59uubOnavPf/7zev755yecgjXS/Pnz9dprr+nuu+/WkiVLNHv2bM2aNUsf//jH9Y1vfENdXV26+uqrM/8DAQAAAAAAR3FFJ+qoi5zT19enuXPnSpIOHDigsrIyiyOyn4GBAZWWlo567dChQyopKbEoIgAAAACA02Ti+psKHAAAAAAAAJsjgQMAAAAAAGBzJHAAAAAAAABsjgQOAAAAAACAzZHAQV4YGBiQy+Ua9RgYGLA6LAAAAAAAEkICBwAAAAAAwOZI4AAAAAAAANgcCRwAAAAAAACbI4EDAAAAAABgcyRwAAAAAAAAbI4EDgAAAAAAgM2RwAEAAAAAALA5EjjAFAYHB60OAQAAAACQ50jgAJKi0agCgYDWrFkzZlt5eblWrVqlQCCgaDRqQXQAAAAAgHxHAgd5LxgMqrKyUrW1tdq6deuY7ZFIRC0tLaqtrVVlZaWCwaAFUQIAAAAA8hkJHOS1trY2VVdXq6enJ6H9e3p6VF1drba2tgxHBgAAAADAn5HAQd7q6uqSz+dTOBxO6n3hcFg+n49KHAAAAABA1pDAQd766le/mnTyJiYcDquxsZGeOAAAAACArCCBg7y1d+/etN6/a9cudXR0GIoGAAAAAICJkcAB0rBu3TqrQwAAAAAA5AESOEAaWltbFQqFrA4DAAAAAJDjSODA8QYGBuRyuUY9BgYGsnLsSCSi/v7+rBwLAAAAAJC/SOAAaRocHLQ6BAAAAABAjiOBA6SpqKjI6hAAAAAAADmOBA6QBrfbrTlz5lgdBgAAAAAgx5HAAdLg8/lUXFxsdRgAAAAAgBxHAgdIQ1NTk9UhAAAAAADyAAkc5K0FCxak9f6KigrV1NQYigYAAAAAgImRwEHe+vGPfyyPx5PSez0ej5qbm+VyuQxHBQAAAADAWCRwkLcWL14sv9+fdBLH4/HI7/erqqoqQ5EBAAAAADAaCRzktbq6OnV2dmrRokUJ7V9RUaHOzk7V1dVlODIAAAAAAP6MBA7y1uDgoCSpqqpK3d3dCgQCqq+vH7Of2+3WqlWrFAgE1NXVReUNAAAAACDr3FYHAGRSNBpVe3u7HnjggTHbysvL5fP51NTUJK/XK6/Xq0WLFqm0tHTUfr29vZo3b162QgYAAAAAYAwqcJCzgsGgKisrVVtbq61bt47ZHolE1NLSotraWlVWVioYDI47TlFRUaZDBQAAAABgUiRwkJPa29tVXV2tnp6ehPbv6elRdXW12tvbMxsYAAAAAAApYAoVctLq1as1PDyc1HvC4bBWr16dmYAAAAAAAEgDFTjISckmb9J9HwAAAAAAmUQCBwAAAAAAwOZI4AAAAAAAANgcCRwAAAAAAACbI4EDAAAAAABgcyRwAAAAAAAAbI4EDgAAAAAAgM2RwAEAAAAAALA5EjgAAAAAAAA2RwIHAAAAAADA5kjgAAAAAAAA2BwJHOSkWbNmZfV9AAAAAABkEgkc5KR169bJ4/Ek9R6Px6NNmzZlJiAAAAAAANJAAgeOFY1GFQgEtGbNmjHbbr75Zn3qU5/Sueeem9BYFRUV6uzslNfrNRskAAAAAAAGuK0OAEhFMBhUQ0ODenp6xt0eiUT061//WpJ07rnnau7cuXruuedG7eN2u+Xz+dTU1KSamhq5XC4NDAxkPHYAAAAAAJJFAgeO09bWJp/Pp3A4nND+b775pg4dOjTm9d7eXs2bN890eAAAAAAAGMc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size 1280x960 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["import jax\n","jax.config.update(\"jax_enable_x64\", True)\n","import jax.numpy as jnp\n","import jax.random as jr\n","import matplotlib.pyplot as plt\n","plt.rcParams['figure.dpi'] = 200\n","rng = jr.key(123)\n","\n","# Example data\n","x = jnp.linspace(0, 1, 100)\n","y = jnp.sin(30*x) * jnp.exp(-3*x)\n","k1, k2 = jr.split(jr.key(2))\n","data_x = jr.uniform(k2, (100,))\n","data_err = 0.1 * jnp.ones_like(data_x)\n","data_y = jnp.interp(data_x, x, y) + data_err * jr.normal(k1, data_x.shape)\n","plt.errorbar(data_x, data_y, yerr=data_err, fmt='o', c='k')\n","plt.show()"]},{"cell_type":"markdown","id":"51157ebf","metadata":{},"source":["Before diving in, consider a lower-dimensional problem. Suppose we observe a *single* data point, $d=1$, which we think is drawn from a Gaussian distribution with mean $\\mu$ and variance $v$. Bayes' theorem says\n","\n","$$ P(\\mu,v|d) = \\frac{P(d|\\mu,v)\\,P(\\mu,v)}{P(d)} $$\n","\n","For the prior let us choose wide Gaussians for $\\mu$ and $\\log v$, to guarantee positive variance. Since we are only in two dimensions, we can grid the posterior explicitly. Take a moment to reason through the plots below.\n","\n","As you may have noticed, the posterior maximum (MAP) represents a narrow Gaussian with finely-tuned mean, increasing the likelihood but overfitting the data. Posterior samples, on the other hand, are typically wider Gaussians with a larger range in mean. Any given point in this region has lower probability density, but there is a larger total \"volume\" of acceptable parameter space, leading more random samples to come from this region! The interplay between volume and density is key to understanding Bayes in high dimensions."]},{"cell_type":"code","execution_count":2,"id":"e5e62d37","metadata":{},"outputs":[{"data":{"image/png":"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size 1800x600 with 3 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["# Data and parameters\n","d = 1\n","mu, logvar = jnp.mgrid[-5:5:300j, -5:5:300j]\n","var = jnp.exp(logvar)\n","\n","# Bayes theorem\n","prior = jnp.exp(-1/2 * (mu**2 / 5)) * jnp.exp(-1/2 * (logvar**2 / 5))\n","likelihood = jnp.exp(-1/2 * ((mu - d)**2 / var)) / jnp.sqrt(2 * jnp.pi * var)\n","posterior = prior * likelihood\n","\n","# Posterior samples\n","samples_idx = jr.choice(jr.key(0), a=posterior.size, p=jnp.ravel(posterior), shape=(30,))\n","samples_mu, samples_logvar = jnp.ravel(mu)[samples_idx], jnp.ravel(logvar)[samples_idx]\n","\n","# Posterior maximum (MAP)\n","map_idx = jnp.argmax(posterior)\n","map_mu, map_logvar = jnp.ravel(mu)[map_idx], jnp.ravel(logvar)[map_idx]\n","\n","# Plot!\n","fig, axes = plt.subplots(ncols=3, figsize=(9,3), sharey=True)\n","axes[0].pcolormesh(mu, logvar, prior, cmap='inferno')\n","axes[1].pcolormesh(mu, logvar, likelihood, cmap='inferno')\n","axes[2].pcolormesh(mu, logvar, posterior, cmap='inferno')\n","axes[2].scatter(samples_mu, samples_logvar, color='deepskyblue', edgecolor='black', s=8, lw=0.5, label='samples')\n","axes[2].scatter(map_mu, map_logvar, marker='X', facecolor='tomato', edgecolor='black', s=30, lw=0.5, label='MAP')\n","axes[2].contour(mu, logvar, posterior, [0.005], colors='white', linewidths=0.5)\n","for i, ax in enumerate(axes):\n","    ax.set(box_aspect=1, title=['Prior', 'Likelihood', 'Posterior'][i], xlabel=r'$\\mu$', ylabel=r'$\\log v$' if i==0 else '')\n","axes[2].legend(fontsize=8, frameon=False, labelcolor='white', handletextpad=0.0)\n","plt.show()"]},{"cell_type":"markdown","id":"a5758905","metadata":{},"source":["To make this result more obvious, we can integrate over $\\mu$ to obtain the \"marginal\" posterior for $\\log v$. Due to the volume effect, the joint MAP is quite a bit lower than \"most\" of the posterior and also the maximum of this marginal posterior. One might object that this whole story depends on the parameterization, and that's exactly the point! MAP is coordinate-dependent, whereas the act of sampling from the posterior is the same no matter which parameterization we choose. Sometimes the parameterization is friendly and MAP works fine, but sometimes not. That's what we will see next with Gaussian processes."]},{"cell_type":"code","execution_count":3,"id":"bd89396a","metadata":{},"outputs":[{"data":{"image/png":"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","text/plain":["<Figure size 1200x800 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["marginal_posterior = jnp.sum(posterior, axis=0)\n","marginal_prior = jnp.sum(prior, axis=0)\n","\n","plt.figure(figsize=(6,4))\n","plt.plot(logvar[0], marginal_prior / jnp.max(marginal_prior), c='C0', ls=':', label='Prior')\n","plt.plot(logvar[0], marginal_posterior / jnp.max(marginal_posterior), c='C0', label='Posterior')\n","plt.axvline(map_logvar, color='red', linestyle='--', label='Joint MAP')\n","plt.gca().set(xlabel=r'$\\log v$', ylabel='Probability (unnormalized)', yticks=[])\n","plt.legend()\n","plt.show()"]},{"cell_type":"markdown","id":"660ef109","metadata":{},"source":["A Gaussian process is a \"stochastic process (a collection of random variables indexed by time or space), such that every finite collection of those random variables has a multivariate normal distribution\" ([Wikipedia](https://en.wikipedia.org/wiki/Gaussian_process)). The key ingredient is the covariance between any two points in space or time. A *stationary* Gaussian process is one where the covariance depends only on some kind of distance between the points, resulting in a field which is (statistically) homogeneous and isotropic.\n","\n","Gaussian processes are great for representing distributions of smooth functions. For example, take the simple covariance kernel below. By sampling from a mean-zero GP with different values of $s$, we can obtain functions of varying smoothness. Remember, all we are doing here is sampling from one big multivariate Gaussian.\n","\n","$$ k(r) = \\exp\\left(-\\frac{r^2}{2s^2} \\right) $$"]},{"cell_type":"code","execution_count":4,"id":"e53736ed","metadata":{},"outputs":[{"data":{"image/png":"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size 2400x800 with 3 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["# Forward model\n","def kernel(logscale):\n","    r = jnp.abs(x[:, None] - x[None, :])\n","    K = jnp.exp(-0.5 * (r / jnp.exp(logscale))**2)\n","    K *= jnp.where(r == 0, 1 + 1e-14, 1)\n","    return K\n","\n","def field(logscale, xi):\n","    K = kernel(logscale)\n","    L = jnp.linalg.cholesky(K)\n","    return L @ xi\n","\n","# Random samples\n","rng, k1 = jr.split(rng)\n","xi = jr.normal(k1, (x.shape[0],))\n","\n","fig, axes = plt.subplots(ncols=3, figsize=(12,4))\n","for ax, s in zip(axes, [0.002, 0.02, 0.2]):\n","    f = field(jnp.log(s), xi)\n","    ax.plot(x, f)\n","    ax.set(title=f\"s={s}\", box_aspect=1)\n","plt.show()"]},{"cell_type":"markdown","id":"4425306f","metadata":{},"source":["What happens if we jointly infer the smoothing scale $s$ along with the Gaussian process parameters which define the field?\n","\n","As a technical aside, high-dimensional problems like this can become intractable very quickly. However, in the case of a fixed kernel, the Gaussian prior and Gaussian likelihood make for a Gaussian posterior which can be calculated analytically. We can then afford to build an explicit grid over $s$, the only troublesome nonlinear parameter, and compute things like the marginal posterior, posterior samples, and posterior maximum in standardized coordinates. These are all great introductory exercises so they are left to the reader with the code below as a hint :)\n","\n","Take a look at the results and see if you can understand them in terms of the intuition from the 2D problem above."]},{"cell_type":"code","execution_count":5,"id":"61974f31","metadata":{},"outputs":[{"data":{"image/png":"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size 1800x1800 with 2 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["# Set up problem\n","logscale_grid = jnp.linspace(-7, -1, 500)\n","logscale_prior = (-4, 1)\n","\n","def response(logscale, xi):\n","    f = field(logscale, xi)\n","    return jnp.interp(data_x, x, f)\n","\n","def logprior(logscale):\n","    return -0.5 * ((logscale - logscale_prior[0])/logscale_prior[1])**2\n","\n","def loglike(logscale):\n","    R = jax.jacobian(lambda xi: response(logscale, xi))(jnp.zeros_like(x))\n","    S = R @ R.T + jnp.diag(data_err**2)\n","    _, logdet = jnp.linalg.slogdet(S)\n","    return -0.5 * (data_y.T @ jnp.linalg.solve(S, data_y) + logdet)\n","\n","# Scale marginal posterior\n","prior = jnp.exp(jax.vmap(logprior)(logscale_grid))\n","posterior = jnp.exp(jax.vmap(loglike)(logscale_grid)) * prior\n","\n","# Posterior samples\n","def draw_sample(logscale, noise):\n","    R = jax.jacobian(lambda xi: response(logscale, xi))(jnp.zeros_like(x))\n","    D_inv = jnp.eye(len(x)) + (R.T / data_err**2) @ R\n","    m = jnp.linalg.solve(D_inv, R.T @ (data_y / data_err**2))\n","    L = jnp.linalg.cholesky(D_inv)\n","    return field(logscale, m + jnp.linalg.solve(L.T, noise))\n","\n","n_samples = 8\n","rng, k1, k2 = jr.split(rng, 3)\n","logscale_samples = jr.choice(k1, logscale_grid, p=posterior, shape=(n_samples,))\n","noise = jr.normal(k2, (n_samples, len(x)))\n","samples = jax.vmap(draw_sample)(logscale_samples,noise)\n","\n","# Maximum a posteriori\n","def max_logprob(logscale):\n","    R = jax.jacobian(lambda xi: response(logscale, xi))(jnp.zeros_like(x))\n","    D_inv = jnp.eye(len(x)) + (R.T / data_err**2) @ R\n","    m = jnp.linalg.solve(D_inv, R.T @ (data_y / data_err**2))\n","    logprob = -0.5 * jnp.sum(((data_y - R @ m) / data_err)**2) - 0.5 * jnp.sum(m**2) + logprior(logscale)\n","    return logprob, field(logscale, m)\n","\n","logprobs, fields = jax.vmap(max_logprob)(logscale_grid)\n","map_logscale = logscale_grid[jnp.argmax(logprobs)]\n","map_field = fields[jnp.argmax(logprobs)]\n","\n","# Plot!\n","fig, axes = plt.subplots(nrows=2, figsize=(6, 6), dpi=300)\n","axes[0].plot(logscale_grid, prior / jnp.max(prior), c='C0', ls=':', label='Prior')\n","axes[0].plot(logscale_grid, posterior / jnp.max(posterior), c='C0', label='Posterior')\n","axes[0].axvline(map_logscale, color='C3', label='MAP')\n","axes[0].set(yticks=[], xlabel='log(scale)', ylabel='Probability (unnormalized)')\n","axes[0].legend()\n","axes[1].plot(x, y, c='k', alpha=0.8)\n","axes[1].plot(x, jnp.mean(samples, axis=0), c='C0')\n","axes[1].plot(x, samples.T, c='C0', alpha=0.3)\n","axes[1].plot(x, map_field, c='C3', zorder=0)\n","axes[1].errorbar(data_x, data_y, yerr=data_err, fmt='o', c='k', ms=4, zorder=-1)\n","axes[1].set(xlabel='$x$', ylabel='$f(x)$', yticks=[])\n","fig.tight_layout()\n","plt.show()"]},{"cell_type":"markdown","id":"74e547c1","metadata":{},"source":["As before, the MAP overfits the noise with a rough function which is carefully tuned to match the data. On the other hand, posterior samples come from the smooth region of parameter space which fits less well but has a much larger volume of acceptable configurations. The difference between the two is so large because volume becomes more important as dimensionality increases. If one wants a principled way to learn both the function and its degree of smoothness, accounting for volume is mandatory.\n","\n","There are a million more things to say here. Is this effect obvious or profound? Is the assumption of stationarity good or bad? What about the MAP in correlated coordinates? How does this relate to entropy and statistical mechanics? How can we implement this in practice for large, nonlinear models? What other types of problems require accounting for parameter volume? I won't answer these questions here, but fortunately there are many excellent resources that delve into these topics in more depth. Enjoy!\n","\n","Further reading:\n","- [A Conceptual Introduction to Hamiltonian Monte Carlo](https://arxiv.org/abs/1701.02434): a vivid discussion of volume, the \"typical set,\" and why HMC works\n","- [Information Field Theory](https://wwwmpa.mpa-garching.mpg.de/~ensslin/lectures/materials.html): a wealth of resources on Bayesian inference of fields using Gaussian processes\n","- [Metric Gaussian Variational Inference](https://arxiv.org/abs/1901.11033): a volume-aware algorithm which scales nearly-linearly to massive problems"]},{"cell_type":"markdown","id":"ab120b4c","metadata":{},"source":["Acknowledgement: This notebook was created by Benjamin Dodge and is available online [here](https://dodgebc.github.io/extras/smoothing)."]}],"metadata":{"kernelspec":{"display_name":"sample-bench (3.13.3)","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.13.3"}},"nbformat":4,"nbformat_minor":5}