Uncertainty Quantification Archives

In the ever-evolving landscape of machine learning, the ability to accurately quantify uncertainty is paramount. Researchers from the Massachusetts Institute of Technology (2024 USNews Ranking: 2) (MIT) have introduced a groundbreaking method that leverages the Minimum Description Length (MDL) principle to enhance uncertainty estimation in machine learning models. This innovative technique, named IF-COMP, promises to […]

	1		Princeton University
	2		Massachusetts Institute of Technology
	3		Harvard University
	4		Stanford University
	5		Yale University
	6		California Institute of Technology
	6		Duke University
	6		Johns Hopkins University
	6		Northwestern University
	10		University of Pennsylvania
	11		Cornell University
	11		University of Chicago
	13		Brown University
	13		Columbia University in the City of New York
	15		Dartmouth College
	15		University of California-Los Angeles
	17		University of California-Berkeley
	18		Rice University
	18		University of Notre Dame
	18		Vanderbilt University

	21		Carnegie Mellon University
	21		University of Michigan-Ann Arbor
	21		Washington University in St Louis
	24		Emory University
	24		Georgetown University
	24		University of Virginia-Main Campus
	27		University of North Carolina at Chapel Hill
	27		University of Southern California
	29		University of California-San Diego
	30		New York University
	30		University of Florida
	30		The University of Texas at Austin
	33		Georgia Institute of Technology-Main Campus
	33		University of California-Davis
	33		University of California-Irvine
	33		University of Illinois at Urbana-Champaign
	37		Boston College
	37		Tufts University
	39		University of California-Santa Barbara
	39		University of Wisconsin-Madison

	41		Boston University
	41		Ohio State University-Main Campus
	41		Rutgers University-New Brunswick
	44		University of Maryland-College Park
	44		University of Rochester
	46		Lehigh University
	46		Purdue University-Main Campus
	46		University of Georgia
	46		University of Washington-Seattle Campus
	46		Wake Forest University
	51		Case Western Reserve University
	51		Texas A & M University-College Station
	51		Virginia Polytechnic Institute and State University
	54		Florida State University
	54		Northeastern University
	54		University of Minnesota-Twin Cities
	54		College of William and Mary
	58		North Carolina State University at Raleigh
	58		Stony Brook University
	58		University of California-Merced

	58		University of Massachusetts-Amherst
	58		Villanova University
	63		Brandeis University
	63		George Washington University
	63		Michigan State University
	63		Santa Clara University
	63		Tulane University of Louisiana
	63		University of Miami
	70		Rensselaer Polytechnic Institute
	70		University of Connecticut
	70		University of Pittsburgh-Pittsburgh Campus
	73		Binghamton University
	73		Indiana University-Bloomington
	73		Syracuse University
	76		Colorado School of Mines
	76		Stevens Institute of Technology
	76		University at Buffalo
	76		University of California-Riverside
	80		Clemson University
	80		Pepperdine University

	80		Rutgers University-Newark
	80		University of Illinois at Chicago
	84		New Jersey Institute of Technology
	84		University of California-Santa Cruz
	86		Drexel University
	86		Howard University
	86		Marquette University
	86		University of Delaware
	86		Worcester Polytechnic Institute
	91		American University
	91		Baylor University
	91		Fordham University
	91		Loyola Marymount University
	91		Rochester Institute of Technology
	91		Southern Methodist University
	91		University of South Florida-Main Campus
	98		Florida International University
	98		Gonzaga University
	98		Rutgers University--Camden
	98		Temple University

Uncertainty Quantification

IF-COMP: A New Method for Quantifying Uncertainty in Machine Learning Based on the Minimum Description Length Principle

Rank 1-18

Rank 21-39

Rank 41-58

Rank 58-80

Rank 80-98

Rank 98-121

Rank 121-136

Rank 136-152

Rank 152-179

Rank 179-196

Rank 196-220

Rank 220-231

Rank 231-259

Rank 259-273

Rank 273-296

Rank 296-315

Rank 315-329

Rank 342-359

Rank 359-377

Rank 377-392

Rank 392-392

Rank 392-392

	98		University of Colorado Boulder
	98		University of Iowa
	98		Yeshiva University
	105		Auburn University
	105		Illinois Institute of Technology
	105		Saint Louis University
	105		Texas Christian University
	109		Brigham Young University-Provo
	109		California State University--Long Beach
	109		George Mason University
	109		San Diego State University
	109		University of Arizona
	109		University of Missouri-Columbia
	109		University of New Hampshire-Main Campus
	109		University of Oregon
	109		University of San Diego
	109		University of San Francisco
	109		The University of Tennessee-Knoxville
	109		The University of Texas at Dallas
	121		Arizona State University-Tempe

	121		Chapman University
	121		Creighton University
	121		CUNY--City College
	121		Elon University
	121		Iowa State University
	121		SUNY at Albany
	121		University of Central Florida
	121		University of Denver
	121		University of South Carolina-Columbia
	121		University of Vermont
	132		Clark University
	132		Fairfield University
	132		Loyola University Chicago
	132		University of Oklahoma-Norman Campus
	136		California State University-Fullerton
	136		Miami University-Oxford
	136		Thomas Jefferson University
	136		University of Alabama at Birmingham
	136		University of Dayton
	136		University of the Pacific

	136		University of Utah
	136		Virginia Commonwealth University
	144		Oregon State University
	144		SUNY College of Environmental Science and Forestry
	144		University of Houston
	144		University of Maryland-Baltimore County
	148		Colorado State University-Fort Collins
	148		James Madison University
	148		Michigan Technological University
	148		University of St Thomas (MN)
	152		Clarkson University
	152		Florida A&M University
	152		Montclair State University
	152		Seattle University
	152		St John's University (NY)
	152		Stockton University
	152		University of Cincinnati-Main Campus
	152		University of Kansas
	152		University of Kentucky
	152		University of Massachusetts-Lowell

	152		University of Nebraska-Lincoln
	152		University of North Carolina at Charlotte
	152		University of Rhode Island
	165		DePaul University
	165		Duquesne University
	165		Kansas State University
	165		Mercer University
	165		Seton Hall University
	165		Simmons University
	171		California State University--San Bernardino
	171		Catholic University of America
	171		Rowan University
	171		Samford University
	171		Touro College
	171		The University of Alabama
	171		University of Hawaii at Manoa
	171		University of Mississippi
	179		California State University--Fresno
	179		Drake University
	179		Louisiana State University and Agricultural & Mechanical College

	179		Ohio University-Main Campus
	179		Quinnipiac University
	179		Saint John Fisher College
	179		University of Idaho
	179		University of Louisville
	179		University of Tulsa
	179		Wayne State University
	189		Adelphi University
	189		Bradley University
	189		East Carolina University
	189		Florida Atlantic University
	189		University of Arkansas
	189		University of Detroit Mercy
	189		Washington State University
	196		Georgia State University
	196		Hofstra University
	196		Indiana University-Purdue University-Indianapolis
	196		Missouri University of Science and Technology
	196		Oklahoma State University-Main Campus
	196		University of La Verne

	196		University of North Carolina at Greensboro
	196		University of North Carolina--Wilmington
	204		Ball State University
	204		The New School
	204		San Francisco State University
	204		University of Nevada-Reno
	204		Valparaiso University
	209		Chatham University
	209		Russell Sage College
	209		Union University
	209		University of St. Thomas (TX)
	209		Xavier University
	214		Gallaudet University
	214		Mississippi State University
	214		Robert Morris University
	214		St. Catherine University
	214		Texas Tech University
	214		University of Massachusetts-Boston
	220		Belmont University
	220		Bethel University

	220		Biola University
	220		Illinois State University
	220		Pacific University
	220		University of North Texas
	220		University of Texas-Rio Grande Valley
	220		University of Wyoming
	220		West Chester University of Pennsylvania
	220		West Virginia University
	220		Winston-Salem State University
	231		Florida Institute of Technology
	231		Kent State University at Kent
	231		La Salle University
	231		North Carolina A&T State University
	231		North Dakota State University-Main Campus
	231		Nova Southeastern University
	231		Sacred Heart University
	231		Sam Houston State University
	231		University of New Mexico-Main Campus
	231		University of North Florida
	231		University of Texas-Arlington

	231		University of Texas-San Antonio
	231		Western Carolina University
	244		Gannon University
	244		Grand Valley State University
	244		Lipscomb University
	244		Loyola University New Orleans
	244		Misericordia University
	244		New Mexico State University-Main Campus
	244		Northern Arizona University
	244		Springfield College
	244		University of Alabama--Huntsville
	244		University of Colorado Denver
	244		University of Massachusetts-Dartmouth
	244		University of Missouri--Kansas City
	244		University of Missouri--St. Louis
	244		University of Nevada--Las Vegas
	244		University of North Dakota
	259		Central Michigan University
	259		College of St. Scholastica
	259		D'Youville University

	259		Portland State University
	259		Suffolk University
	259		University of Maine
	259		Utah State University
	266		Azusa Pacific University
	266		Maryville University of Saint Louis
	266		Pace University-New York
	266		South Dakota State University
	266		University of Memphis
	266		University of Texas--El Paso
	266		Widener University
	273		Andrews University
	273		Aurora University
	273		Bellarmine University
	273		Bowling Green State University-Main Campus
	273		California State University--East Bay
	273		George Fox University
	273		Hampton University
	273		Marian University (IN)
	273		Middle Tennessee State University

	273		Northern Illinois University
	273		Regis University
	273		Seattle Pacific University
	273		Texas State University
	273		University of South Dakota
	273		Western New England University
	288		Immaculata University
	288		Keiser University
	288		Marymount University
	288		Southern Illinois University-Carbondale
	288		Tennessee Technological University
	288		University of the Incarnate Word
	288		Western Michigan University
	288		Wilkes University
	296		Abilene Christian University
	296		Augusta University
	296		Boise State University
	296		DeSales University
	296		Florida Gulf Coast University
	296		Gwynedd Mercy University

	296		Harding University
	296		Louisiana Tech University
	296		The Master's University and Seminary
	296		Montana State University
	296		Oklahoma City University
	296		Old Dominion University
	296		Saint Mary's University of Minnesota
	296		University of Indianapolis
	296		University of Nebraska--Omaha
	296		University of New England
	296		University of St. Francis
	296		University of Toledo
	296		Wichita State University
	315		Eastern Kentucky University
	315		East Tennessee State University
	315		Edgewood College
	315		Kean University
	315		Marshall University
	315		Oakland City University
	315		Oakland University

	315		Radford University
	315		Shenandoah University
	315		St. Ambrose University
	315		University of Hartford
	315		University of Houston--Clear Lake
	315		University of Tennessee--Chattanooga
	315		University of Wisconsin--Milwaukee
	329		Alvernia University
	329		Campbell University
	329		Clarke University
	329		Concordia University Wisconsin
	329		Dominican University New York
	329		Ferris State University
	329		Indiana University of Pennsylvania-Main Campus
	329		Lincoln Memorial University
	329		Point Park University
	329		Texas Woman's University
	329		University of Lynchburg
	329		University of Puerto Rico-Rio Piedras
	329		William Carey University

	342		Arkansas State University
	342		Cleveland State University
	342		Concordia University -- Irvine
	342		Georgia Southern University
	342		Husson University
	342		Lesley University
	342		Morgan State University
	342		Mount St. Joseph University
	342		Southeastern Baptist Theological Seminary
	342		University of Southern Mississippi
	352		Clark Atlanta University
	352		Daemen University
	352		Missouri State University
	352		University of Hawaii--Hilo
	352		University of Louisiana--Monroe
	352		University of Northern Colorado
	352		Walsh University
	359		Carson-Newman University
	359		Long Island University
	359		Mississippi College

	359		Pontifical Catholic University of Puerto Rico-Ponce
	359		Prairie View A&M University
	359		Southern Illinois University--Edwardsville
	359		Texas A&M University--Kingsville
	359		Trevecca Nazarene University
	359		University of Findlay
	359		University of Mary
	359		University of Texas--Tyler
	359		University of Wisconsin--Oshkosh
	371		Baker University
	371		Briar Cliff University
	371		Tarleton State University
	371		University of South Alabama
	371		University of West Georgia
	371		Wingate University
	377		Eastern Michigan University
	377		Indiana State University
	377		Mary Baldwin University
	377		Palm Beach Atlantic University
	377		Regent University

	377		Texas A&M University--Commerce
	377		University of Akron
	377		University of Central Arkansas
	377		University of Louisiana--Lafayette
	377		The University of Montana
	377		Western Kentucky University
	388		Capitol Technology University
	388		Gardner-Webb University
	388		University of Alaska Fairbanks
	388		University of Maryland--Eastern Shore
	392		Alabama State University
	392		American International College
	392		Barry University
	392		Belhaven University
	392		Brenau University
	392		Colorado Technical University
	392		Dallas Baptist University
	392		Grand Canyon University
	392		Hardin-Simmons University
	392		Idaho State University

	392		Jackson State University
	392		Kennesaw State University
	392		Lamar University
	392		Liberty University
	392		National Louis University
	392		Northern Kentucky University
	392		Our Lady of the Lake University
	392		Pontifical Catholic University of Puerto Rico--Arecibo
	392		Roosevelt University
	392		Saint Leo University
	392		South College
	392		Southeastern University
	392		Southern University and A&M College
	392		St. Thomas University (FL)
	392		Tennessee State University
	392		Texas A&M University--Corpus Christi
	392		Texas Southern University
	392		Texas Wesleyan University
	392		Trinity International University
	392		Universidad Ana G. Mendez-Gurabo Campus

	392		University of Arkansas--Little Rock
	392		University of Bridgeport
	392		University of Charleston
	392		University of Colorado--Colorado Springs
	392		University of Mary Hardin-Baylor
	392		University of Michigan--Flint
	392		University of New Orleans
	392		University of Pikeville
	392		University of the Cumberlands
	392		Valdosta State University
	392		William Woods University
	392		Wilmington University
	392		Wright State University-Main Campus

Compare List