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PMLR 300

To suggest fixes to this volume please make a pull request containing the changes requested and a justification for the changes.

To edit the details of this conference work edit the _config.yml file and submit a pull request.

To make changes to the individual paper details, edit the associated paper file in the ./_posts subdirectory.

Note: BibTeX (.bib) files are not tracked in this repository. They are preserved in git history but are not part of the rendered output. To correct a citation, edit the corresponding file in _posts/ instead.

For details of how to publish in PMLR please check https://proceedings.mlr.press/faq.html

For details of what is required to submit a proceedings please check https://proceedings.mlr.press/spec.html

Published as Volume 300 by the Proceedings of Machine Learning Research on 30 August 2026.

Volume Edited by:

  • Emtiyaz Khan
  • Yingzhen Li
  • Arno Solin
  • Aaditya Ramdas

Series Editors:

  • Tegan Emerson
  • Hoel Kervadec
  • Neil D. Lawrence

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
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(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
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codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
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} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - mlresearch/v300: Proceedings of AISTATS 2026 · GitHub
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PMLR 300
To suggest fixes to this volume please make a pull request containing the changes requested and a justification for the changes.
To edit the details of this conference work edit the _config.yml file and submit a pull request.
To make changes to the individual paper details, edit the associated paper file in the ./_posts subdirectory.
Note: BibTeX (.bib) files are not tracked in this repository. They are preserved in git history but are not part of the rendered output. To correct a citation, edit the corresponding file in _posts/ instead.
For details of how to publish in PMLR please check https://proceedings.mlr.press/faq.html
For details of what is required to submit a proceedings please check https://proceedings.mlr.press/spec.html
Published as Volume 300 by the Proceedings of Machine Learning Research on 30 August 2026.
Volume Edited by:
  • Emtiyaz Khan
  • Yingzhen Li
  • Arno Solin
  • Aaditya Ramdas
Series Editors:
  • Tegan Emerson
  • Hoel Kervadec
  • Neil D. Lawrence
About
Proceedings of AISTATS 2026
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - mlresearch/v300: Proceedings of AISTATS 2026 · GitHub
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PMLR 300
To suggest fixes to this volume please make a pull request containing the changes requested and a justification for the changes.
To edit the details of this conference work edit the _config.yml file and submit a pull request.
To make changes to the individual paper details, edit the associated paper file in the ./_posts subdirectory.
Note: BibTeX (.bib) files are not tracked in this repository. They are preserved in git history but are not part of the rendered output. To correct a citation, edit the corresponding file in _posts/ instead.
For details of how to publish in PMLR please check https://proceedings.mlr.press/faq.html
For details of what is required to submit a proceedings please check https://proceedings.mlr.press/spec.html
Published as Volume 300 by the Proceedings of Machine Learning Research on 30 August 2026.
Volume Edited by:
  • Emtiyaz Khan
  • Yingzhen Li
  • Arno Solin
  • Aaditya Ramdas
Series Editors:
  • Tegan Emerson
  • Hoel Kervadec
  • Neil D. Lawrence
About
Proceedings of AISTATS 2026
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Generated from mlresearch/proceedings-template

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
if (q) {
terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
}
}
if (terms.length === 0) return;
var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
function highlight(node) {
if (node.nodeType === 3) { // text node
var text = node.textContent;
var found = false;
terms.forEach(function(term) {
var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - mlresearch/v300: Proceedings of AISTATS 2026 · GitHub
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PMLR 300
To suggest fixes to this volume please make a pull request containing the changes requested and a justification for the changes.
To edit the details of this conference work edit the _config.yml file and submit a pull request.
To make changes to the individual paper details, edit the associated paper file in the ./_posts subdirectory.
Note: BibTeX (.bib) files are not tracked in this repository. They are preserved in git history but are not part of the rendered output. To correct a citation, edit the corresponding file in _posts/ instead.
For details of how to publish in PMLR please check https://proceedings.mlr.press/faq.html
For details of what is required to submit a proceedings please check https://proceedings.mlr.press/spec.html
Published as Volume 300 by the Proceedings of Machine Learning Research on 30 August 2026.
Volume Edited by:
  • Emtiyaz Khan
  • Yingzhen Li
  • Arno Solin
  • Aaditya Ramdas
Series Editors:
  • Tegan Emerson
  • Hoel Kervadec
  • Neil D. Lawrence
About
Proceedings of AISTATS 2026
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
GitHub - mlresearch/v300: Proceedings of AISTATS 2026 · GitHub
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PMLR 300
To suggest fixes to this volume please make a pull request containing the changes requested and a justification for the changes.
To edit the details of this conference work edit the _config.yml file and submit a pull request.
To make changes to the individual paper details, edit the associated paper file in the ./_posts subdirectory.
Note: BibTeX (.bib) files are not tracked in this repository. They are preserved in git history but are not part of the rendered output. To correct a citation, edit the corresponding file in _posts/ instead.
For details of how to publish in PMLR please check https://proceedings.mlr.press/faq.html
For details of what is required to submit a proceedings please check https://proceedings.mlr.press/spec.html
Published as Volume 300 by the Proceedings of Machine Learning Research on 30 August 2026.
Volume Edited by:
  • Emtiyaz Khan
  • Yingzhen Li
  • Arno Solin
  • Aaditya Ramdas
Series Editors:
  • Tegan Emerson
  • Hoel Kervadec
  • Neil D. Lawrence
About
Proceedings of AISTATS 2026
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Generated from mlresearch/proceedings-template

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - mlresearch/v300: Proceedings of AISTATS 2026 · GitHub
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PMLR 300
To suggest fixes to this volume please make a pull request containing the changes requested and a justification for the changes.
To edit the details of this conference work edit the _config.yml file and submit a pull request.
To make changes to the individual paper details, edit the associated paper file in the ./_posts subdirectory.
Note: BibTeX (.bib) files are not tracked in this repository. They are preserved in git history but are not part of the rendered output. To correct a citation, edit the corresponding file in _posts/ instead.
For details of how to publish in PMLR please check https://proceedings.mlr.press/faq.html
For details of what is required to submit a proceedings please check https://proceedings.mlr.press/spec.html
Published as Volume 300 by the Proceedings of Machine Learning Research on 30 August 2026.
Volume Edited by:
  • Emtiyaz Khan
  • Yingzhen Li
  • Arno Solin
  • Aaditya Ramdas
Series Editors:
  • Tegan Emerson
  • Hoel Kervadec
  • Neil D. Lawrence
About
Proceedings of AISTATS 2026
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
})();
GitHub - mlresearch/v300: Proceedings of AISTATS 2026 · GitHub
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PMLR 300
To suggest fixes to this volume please make a pull request containing the changes requested and a justification for the changes.
To edit the details of this conference work edit the _config.yml file and submit a pull request.
To make changes to the individual paper details, edit the associated paper file in the ./_posts subdirectory.
Note: BibTeX (.bib) files are not tracked in this repository. They are preserved in git history but are not part of the rendered output. To correct a citation, edit the corresponding file in _posts/ instead.
For details of how to publish in PMLR please check https://proceedings.mlr.press/faq.html
For details of what is required to submit a proceedings please check https://proceedings.mlr.press/spec.html
Published as Volume 300 by the Proceedings of Machine Learning Research on 30 August 2026.
Volume Edited by:
  • Emtiyaz Khan
  • Yingzhen Li
  • Arno Solin
  • Aaditya Ramdas
Series Editors:
  • Tegan Emerson
  • Hoel Kervadec
  • Neil D. Lawrence
About
Proceedings of AISTATS 2026
Resources
Readme
Activity
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Generated from mlresearch/proceedings-template