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  2. 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.
  3. 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.
  4. How good is the Paris Agreement?

    https://mlg.eng.cam.ac.uk/carl/climate/paris.html
    28 Jun 2024: We need new effective mechanisms which deal with the problems outlined above.
  5. 19 Jun 2024: to a new added variable. ... L4 K5+? odd-K5+? K6+? odd-K6+?Our main new results build on work by Guenin (2001).
  6. The Voluntary International Carbon Alliance

    https://mlg.eng.cam.ac.uk/carl/climate/vica.html
    28 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
  7. One-network Adversarial FairnessTameem Adel1, Isabel Valera2, Zoubin…

    https://mlg.eng.cam.ac.uk/adrian/Poster_AAAI_Jan2019.pdf
    19 Jun 2024: adding a new hidden layer; and– adding a new classifier above it,.
  8. Uprooting and Rerooting Graphical Models

    https://mlg.eng.cam.ac.uk/adrian/puproot.pdf
    19 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
  9. Approximating the Bethe Partition Function

    https://mlg.eng.cam.ac.uk/adrian/pnb.pdf
    19 Jun 2024: restrictions; curvMeshNew is our refinement; gradMesh is our new first derivative method.
  10. Clamping Variables and Approximate Inference

    https://mlg.eng.cam.ac.uk/adrian/pclamp.pdf
    19 Jun 2024: ZBi(x) is ‘Bethe partition function constrained to singleton qi = x’•Define new function,.
  11. 19 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.
  12. Clamping Improves TRW and Mean Field Approximations

    https://mlg.eng.cam.ac.uk/adrian/pclamp-aistats.pdf
    19 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.
  13. Uprooting and Rerooting Graphical Models

    https://mlg.eng.cam.ac.uk/adrian/slides_uproot.pdf
    19 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.
  14. preferential_fairness_nips_2017.pages

    https://mlg.eng.cam.ac.uk/adrian/preferential_fairness_nips_2017.pdf
    19 Jun 2024: 4. New notions of fairness. M (100). W (100)M (200) W (200).
  15. Leader Stochastic Gradient Descent (LSGD) for Distributed Training of …

    https://mlg.eng.cam.ac.uk/adrian/LSGD_Poster_NeurIPS2019.pdf
    19 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.
  16. Clamping Variables and Approximate Inference

    https://mlg.eng.cam.ac.uk/adrian/newsclamp.pdf
    19 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,.
  17. Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs

    https://mlg.eng.cam.ac.uk/adrian/slides-revisit.pdf
    19 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
  18. Tightness of LP Relaxations for Almost Balanced Models

    https://mlg.eng.cam.ac.uk/adrian/CP_AlmostBalanced.pdf
    19 Jun 2024: Exponential search space, NP-hard in general. One contribution: prove that this problem is tractablefor a new class of models.
  19. Orthogonal estimation of Wasserstein distances Mark Rowland*, Jiri…

    https://mlg.eng.cam.ac.uk/adrian/slicedwasserstein_poster.pdf
    19 Jun 2024: Exploration of a new Wasserstein-like metric,projected Wasserstein distance. Projected Wasserstein distance.
  20. Penney Ante

    https://mlg.eng.cam.ac.uk/adrian/Penney.pdf
    19 Jun 2024: 4, p.503, 2007. Y. Nishiyama. Pattern matching probabilities and paradoxes as a new variationon Penney’s coin game.
  21. 2018 Formatting Instructions for Authors Using LaTeX

    https://mlg.eng.cam.ac.uk/adrian/AIES18-crowd_signals.pdf
    19 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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