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Carl Edward Rasmussen
https://mlg.eng.cam.ac.uk/carl/28 Jun 2024: Andrew Gordon Wilson, Associate Professor, New York University. Contact Information. Department of Engineering. -
Adrian Weller
https://mlg.eng.cam.ac.uk/adrian/19 Jun 2024: ACM conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2022 [new horizons award]. ... ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems (Frontiers4LCD), 2023. -
How good is the Paris Agreement?
https://mlg.eng.cam.ac.uk/carl/climate/paris.html28 Jun 2024: We need new effective mechanisms which deal with the problems outlined above. -
Characterizing Tightness of LP Relaxations by Forbidding Signed Minors
https://mlg.eng.cam.ac.uk/adrian/pminor.pdf19 Jun 2024: to a new added variable. ... L4 K5+? odd-K5+? K6+? odd-K6+?Our main new results build on work by Guenin (2001). -
The Voluntary International Carbon Alliance
https://mlg.eng.cam.ac.uk/carl/climate/vica.html28 Jun 2024: Therefore, for a new country to join, they would have to join retrospectively, ie, they would have to pay what their contributions (fees minus payouts) would have been since the inception -
One-network Adversarial FairnessTameem Adel1, Isabel Valera2, Zoubin…
https://mlg.eng.cam.ac.uk/adrian/Poster_AAAI_Jan2019.pdf19 Jun 2024: adding a new hidden layer; and– adding a new classifier above it,. -
Uprooting and Rerooting Graphical Models
https://mlg.eng.cam.ac.uk/adrian/puproot.pdf19 Jun 2024: Uprooting and Rerooting Graphical ModelsAdrian Weller, University of Cambridge. Contact Adrian aw665@cam.ac.uk Download the full paper at http://mlg.eng.cam.ac.uk/adrian ICML 2016, New York. ... analysis or inference.•This generalizes earlier -
Approximating the Bethe Partition Function
https://mlg.eng.cam.ac.uk/adrian/pnb.pdf19 Jun 2024: restrictions; curvMeshNew is our refinement; gradMesh is our new first derivative method. -
Clamping Variables and Approximate Inference
https://mlg.eng.cam.ac.uk/adrian/pclamp.pdf19 Jun 2024: ZBi(x) is ‘Bethe partition function constrained to singleton qi = x’•Define new function,. -
Understanding the Bethe Approximation: When and How can it go Wrong?
https://mlg.eng.cam.ac.uk/adrian/pabc.pdf19 Jun 2024: global. consistency) called the local polytope (pairwise consistency). •We examine each aspect, improve understanding of the effect of each: analyticand experimental results using new methods. -
Clamping Improves TRW and Mean Field Approximations
https://mlg.eng.cam.ac.uk/adrian/pclamp-aistats.pdf19 Jun 2024: We introduce new ways to select variables to clamp, including:stripping to the core, identifying highly frustrated cycles, andchecking singleton entropies. ... perform poorly to select variables to clamp but our new methods perform well. -
Uprooting and Rerooting Graphical Models
https://mlg.eng.cam.ac.uk/adrian/slides_uproot.pdf19 Jun 2024: Uprooting and Rerooting Graphical Models. Adrian WellerUniversity of Cambridge. ICML, New York, NYJune 21, 2016. ... 5 / 19. Idea: Uprooting (not new). Add a new variable X0. -
preferential_fairness_nips_2017.pages
https://mlg.eng.cam.ac.uk/adrian/preferential_fairness_nips_2017.pdf19 Jun 2024: 4. New notions of fairness. M (100). W (100)M (200) W (200). -
Leader Stochastic Gradient Descent (LSGD) for Distributed Training of …
https://mlg.eng.cam.ac.uk/adrian/LSGD_Poster_NeurIPS2019.pdf19 Jun 2024: Improvements in Step Direction. When the landscape is locally convex, we expect that the new leader term will bring the step direction closer to the global minimizer. -
Clamping Variables and Approximate Inference
https://mlg.eng.cam.ac.uk/adrian/newsclamp.pdf19 Jun 2024: Then argue as above to yield simple new proof of ZB ZClamping any variable and summing can only improve ZB. ... Note: ZBi (0) = ZB|Xi =0, ZBi (x) = ZB, ZBi (1) = ZB|Xi =1Define new function,. -
Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs
https://mlg.eng.cam.ac.uk/adrian/slides-revisit.pdf19 Jun 2024: ︸ ︷︷ ︸. new unary potentialsψ′i (xi ) ψ. ′j (xj ). (d dd d. )︸ ︷︷ ︸. constant. • This can be very powerful, allows us after pruning to end up withjust ... Though this may introduce new NMRF nodes for the unary terms.• To show -
Tightness of LP Relaxations for Almost Balanced Models
https://mlg.eng.cam.ac.uk/adrian/CP_AlmostBalanced.pdf19 Jun 2024: Exponential search space, NP-hard in general. One contribution: prove that this problem is tractablefor a new class of models. -
Orthogonal estimation of Wasserstein distances Mark Rowland*, Jiri…
https://mlg.eng.cam.ac.uk/adrian/slicedwasserstein_poster.pdf19 Jun 2024: Exploration of a new Wasserstein-like metric,projected Wasserstein distance. Projected Wasserstein distance. -
Penney Ante
https://mlg.eng.cam.ac.uk/adrian/Penney.pdf19 Jun 2024: 4, p.503, 2007. Y. Nishiyama. Pattern matching probabilities and paradoxes as a new variationon Penney’s coin game. -
2018 Formatting Instructions for Authors Using LaTeX
https://mlg.eng.cam.ac.uk/adrian/AIES18-crowd_signals.pdf19 Jun 2024: political biases varying from liberal to neutral to con-servative: Slate, Salon, New York Times, CNN, AP, Reuters,Politico, Fox News, Drudge Report, and Breitbart News;giving us a total of ... ACM.Lichterman, J. 2010. New Pew data: More Amer-icans are
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