| 2023 | ICML | Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice. | Yishay Mansour, Richard Nock, Robert C. Williamson |
| 2019 | AIES | Costs and Benefits of Fair Representation Learning. | Daniel McNamara, Cheng Soon Ong, Robert C. Williamson |
| 2019 | ICML | Lossless or Quantized Boosting with Integer Arithmetic. | Richard Nock, Robert C. Williamson |
| 2019 | ICML | Fairness risk measures. | Robert C. Williamson, Aditya Krishna Menon |
| 2015 | COLT | Exp-Concavity of Proper Composite Losses. | Parameswaran Kamalaruban, Robert C. Williamson, Xinhua Zhang |
| 2015 | COLT | Generalized Mixability via Entropic Duality. | Mark D. Reid, Rafael M. Frongillo, Robert C. Williamson, Nishant A. Mehta |
| 2014 | COLT | Bayes-Optimal Scorers for Bipartite Ranking. | Aditya Krishna Menon, Robert C. Williamson |
| 2014 | COLT | On the Consistency of Output Code Based Learning Algorithms for Multiclass Learning Problems. | Harish G. Ramaswamy, Balaji Srinivasan Babu, Shivani Agarwal, Robert C. Williamson |
| 2014 | COLT | Elicitation and Identification of Properties. | Ingo Steinwart, Chlo Pasin, Robert C. Williamson, Siyu Zhang |
| 2014 | COLT | The Geometry of Losses. | Robert C. Williamson |
| 2012 | ICML | The Convexity and Design of Composite Multiclass Losses. | Mark D. Reid, Robert C. Williamson, Peng Sun |
| 2009 | COLT | Generalised Pinsker Inequalities. | Mark D. Reid, Robert C. Williamson |
| 2009 | ICML | Surrogate regret bounds for proper losses. | Mark D. Reid, Robert C. Williamson |
| 2005 | ALT | Learnability of Probabilistic Automata via Oracles. | Omri Guttman, S. V. N. Vishwanathan, Robert C. Williamson |
| 2003 | ICASSP | Acoustic beamforming exploiting directionality of human speech sources. | Terence Betlehem, Robert C. Williamson |
| 2003 | ICASSP | Channel equalization and the Bayes point machine. | Edward Harrington, Jyrki Kivinen, Robert C. Williamson |
| 2003 | ICASSP | Experimental comparison of particle filtering algorithms for acoustic source localization in a reverberant room. | Eric A. Lehmann, Darren B. Ward, Robert C. Williamson |
| 2003 | ITW | Loop removal from LDPC codes. | James A. McGowan, Robert C. Williamson |
| 2003 | PAKDD | Online Bayes Point Machines. | Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson |
| 2002 | ALT | Large Margin Classification for Moving Targets. | Jyrki Kivinen, Alexander J. Smola, Robert C. Williamson |
| 2002 | COLT | Agnostic Learning Nonconvex Function Classes. | Shahar Mendelson, Robert C. Williamson |
| 2002 | ICASSP | Particle filter beamforming for acoustic source localization in a reverberant environment. | Darren B. Ward, Robert C. Williamson |
| 2001 | ISCAS | Very low voltage power conversion. | Marshall Shepard, Robert C. Williamson |
| 2000 | COLT | Entropy Numbers of Linear Function Classes. | Robert C. Williamson, Alexander J. Smola, Bernhard Schlkopf |
| 2000 | ICASSP | Error performance of a channel of known impulse response. | Paul D. Teal, Robert C. Williamson, Rodney A. Kennedy |
| 1999 | COLT | Covering Numbers for Support Vector Machines. | Ying Guo, Peter L. Bartlett, John Shawe-Taylor, Robert C. Williamson |
| 1999 | ICASSP | On the poor robustness of sound equalization in reverberant environments. | Biljana D. Radlovic, Robert C. Williamson, Rodney A. Kennedy |
| 1998 | ICASSP | Broadband beamforming using elementary shape invariant beampatterns. | Thushara D. Abhayapala, Rodney A. Kennedy, Robert C. Williamson |
| 1997 | COLT | A PAC Analysis of a Bayesian Estimator. | John Shawe-Taylor, Robert C. Williamson |
| 1997 | ICASSP | An adaptive algorithm for broadband frequency invariant beamforming. | Darren B. Ward, Rodney A. Kennedy, Robert C. Williamson |
| 1996 | COLT | The Importance of Convexity in Learning with Squared Loss. | Wee Sun Lee, Peter L. Bartlett, Robert C. Williamson |
| 1996 | COLT | A Framework for Structural Risk Minimisation. | John Shawe-Taylor, Peter L. Bartlett, Robert C. Williamson, Martin Anthony |
| 1996 | ICASSP | Nearfield broadband frequency invariant beamforming. | Rodney A. Kennedy, Thushara D. Abhayapala, Darren B. Ward, Robert C. Williamson |
| 1995 | COLT | Online Learning via Congregational Gradient Descent. | Kim L. Blackmore, Robert C. Williamson, Iven M. Y. Mareels, William A. Sethares |
| 1995 | COLT | On Efficient Agnostic Learning of Linear Combinations of Basis Functions. | Wee Sun Lee, Peter L. Bartlett, Robert C. Williamson |
| 1994 | COLT | Fat-Shattering and the Learnability of Real-Valued Functions. | Peter L. Bartlett, Philip M. Long, Robert C. Williamson |
| 1994 | COLT | Lower Bounds on the VC-Dimension of Smoothly Parametrized Function Classes. | Wee Sun Lee, Peter L. Bartlett, Robert C. Williamson |
| 1994 | ICASSP | A simple calculation of the joint moments of hidden Markov models. | Mehmet Karan, Brian D. O. Anderson, Robert C. Williamson |
| 1991 | COLT | Investigating the Distribution Assumptions in the Pac Learning Model. | Peter L. Bartlett, Robert C. Williamson |
| 1991 | ICASSP | The circular nature of discrete-time frequency estimates. | Brian C. Lovell, Peter J. Kootsookos, Robert C. Williamson |