Pinboard (mraginsky) https://pinboard.in/u:mraginsky/public/ recent bookmarks from mraginsky [2510.15464] Learning to Answer from Correct Demonstrations 2026-05-11T19:34:28+00:00 https://arxiv.org/abs/2510.15464 mraginsky papers to-read heard-the-talk large-language-models machine-learning https://pinboard.in/ https://pinboard.in/u:mraginsky/b:f5836b2d0d6b/ Language Generation in the Limit | OpenReview 2026-04-24T20:43:14+00:00 https://openreview.net/forum?id=FGTDe6EA0B&referrer=%5Bthe%20profile%20of%20Jon%20Kleinberg%5D(%2Fprofile%3Fid%3D~Jon_Kleinberg3) mraginsky papers to-read heard-the-talk language generative-models computer-science https://pinboard.in/ https://pinboard.in/u:mraginsky/b:cf4b581b7488/ [2411.01836] Some easy optimization problems have the overlap-gap property 2025-01-20T02:42:06+00:00 https://arxiv.org/abs/2411.01836 mraginsky papers to-read heard-the-talk computational-complexity optimization random-graphs dynamic-programming https://pinboard.in/ https://pinboard.in/u:mraginsky/b:b5073430f125/ [2212.13881] Feature learning in neural networks and kernel machines that recursively learn features 2023-01-18T09:06:41+00:00 https://arxiv.org/abs/2212.13881 mraginsky papers to-read heard-the-talk neural-networks machine-learning kernel-methods https://pinboard.in/ https://pinboard.in/u:mraginsky/b:5f1686d94805/ [2301.06632] Asymptotic normality and optimality in nonsmooth stochastic approximation 2023-01-18T09:05:44+00:00 https://arxiv.org/abs/2301.06632 mraginsky papers to-read heard-the-talk optimization dynamical-systems nonsmooth-geometry stratification-theory https://pinboard.in/ https://pinboard.in/u:mraginsky/b:c9232da98331/ [2206.04030] High-dimensional limit theorems for SGD: Effective dynamics and critical scaling 2023-01-16T09:27:07+00:00 https://arxiv.org/abs/2206.04030 mraginsky papers to-read heard-the-talk optimization dynamical-systems machine-learning gradient-flows https://pinboard.in/ https://pinboard.in/u:mraginsky/b:1e2cc35c0d94/ [2205.14027] Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces 2022-10-25T12:31:35+00:00 https://arxiv.org/abs/2205.14027 mraginsky papers to-read heard-the-talk machine-learning kernel-methods dynamical-systems Koopman-operators https://pinboard.in/ https://pinboard.in/u:mraginsky/b:d99604a1f5bb/ [2106.10717] Optimal potentials for hedging algorithms 2022-10-25T12:12:07+00:00 https://arxiv.org/abs/2106.10717 mraginsky papers to-read heard-the-talk online-learning game-theory SDEs https://pinboard.in/ https://pinboard.in/u:mraginsky/b:1f55d0ab96d4/ Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems 2022-03-24T19:51:42+00:00 https://www.jmlr.org/papers/v23/20-1165.html mraginsky papers to-read reinforcement-learning dynamic-programming control-theory heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:50e2a0f7f6dd/ [1802.03620] Optimal approximation of continuous functions by very deep ReLU networks 2018-07-08T14:25:12+00:00 https://arxiv.org/abs/1802.03620 mraginskypapers to-read neural-networks approximation-theory heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:952b5767e0bd/ [1805.04625] Strong Converse using Change of Measure Arguments 2018-07-08T14:24:17+00:00 https://arxiv.org/abs/1805.04625 mraginsky papers to-read heard-the-talk information-theory lower-bounds https://pinboard.in/ https://pinboard.in/u:mraginsky/b:cf489de5601a/ [1804.01619] Stability and Convergence Trade-off of Iterative Optimization Algorithms 2018-04-17T02:44:40+00:00 https://arxiv.org/abs/1804.01619 mraginsky papers to-read machine-learning optimization stability heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:05eccbec22c8/ [1502.03520] RAND-WALK: A Latent Variable Model Approach to Word Embeddings 2017-02-28T16:32:15+00:00 https://arxiv.org/abs/1502.03520 mraginskypapers machine-learning representation-learning word-embeddings heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:f724ed7b88f9/ [1508.04095] Algorithmic Aspects of Optimal Channel Coding 2016-07-12T09:16:48+00:00 http://arxiv.org/abs/1508.04095 mraginsky papers to-read information-theory channel-coding heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:85457006c28d/ [1510.02190] Data compression with low distortion and finite blocklength 2015-10-10T05:09:45+00:00 http://arxiv.org/abs/1510.02190 mraginsky papers to-read heard-the-talk information-theory rate-distortion https://pinboard.in/ https://pinboard.in/u:mraginsky/b:41cad441378d/ [1507.02803] Logarithmic Sobolev inequalities in discrete product spaces: a proof by a transportation cost distance 2015-07-13T20:03:35+00:00 http://arxiv.org/abs/1507.02803 mraginsky papers heard-the-talk measure-concentration probability have-read https://pinboard.in/ https://pinboard.in/u:mraginsky/b:0f7d5503f45a/ [1507.02564] Sampling from a log-concave distribution with Projected Langevin Monte Carlo 2015-07-11T03:53:18+00:00 http://arxiv.org/abs/1507.02564 mraginsky papers to-read heard-the-talk optimization sampling MCMC https://pinboard.in/ https://pinboard.in/u:mraginsky/b:463782c93bf6/ [1410.0503] On Bayes Risk Lower Bounds 2014-10-03T20:12:24+00:00 http://arxiv.org/abs/1410.0503 mraginsky papers to-read information-theory statistics heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:e8aa46bbcc91/ [1305.4696] Tight Bounds for Set Disjointness in the Message Passing Model 2013-10-07T14:16:16+00:00 http://arxiv.org/abs/1305.4696 mraginskypapers to-read computer-science communication-complexity heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:33f0dad3eb9c/ [1305.4548] Distributed Learning of Distributions via Social Sampling 2013-06-14T01:48:44+00:00 http://arxiv.org/abs/1305.4548 mraginsky papers to-read heard-the-talk social-networks distributed-systems stochastic-approximation https://pinboard.in/ https://pinboard.in/u:mraginsky/b:8f207b3532b1/ [1212.3866] Agnostic insurability of model classes 2012-12-19T03:03:42+00:00 http://arxiv.org/abs/1212.3866 mraginsky papers to-read heard-the-talk probability large-deviations information-theory https://pinboard.in/ https://pinboard.in/u:mraginsky/b:92fec8b5ac99/ [1011.1716] Least Squares Ranking on Graphs 2012-11-08T05:28:58+00:00 http://arxiv.org/abs/1011.1716 mraginsky papers to-read computational-topology ranking graph-theory heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:12db251932bc/ [1207.3265] The Sufficiency Principle for Decentralized Data Reduction 2012-07-16T04:05:19+00:00 http://arxiv.org/abs/1207.3265 mraginsky papers heard-the-talk to-read information-theory networks statistics sufficiency https://pinboard.in/ https://pinboard.in/u:mraginsky/b:e0c3a864a50c/ [1203.4626] Active Sequential Hypothesis Testing 2012-03-22T00:38:37+00:00 http://arxiv.org/abs/1203.4626 mraginsky papers to-read control-theory information-theory adaptive-systems heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:f4add78bdb48/ [1007.1033] A Theory of Network Equivalence, Parts I and II 2012-02-07T07:42:40+00:00 http://arxiv.org/abs/1007.1033 mraginsky papers to-read information-theory networks multiagent-systems heard-the-talk https://pinboard.in/ https://pinboard.in/u:mraginsky/b:e9fe2881a938/ IEEE Xplore - The Entropy Per Coordinate of a Random Vector is Highly Constrained Under Convexity Conditions 2011-07-25T22:09:00+00:00 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5961831 mraginskypapers heard-the-talk information-theory probability measure-concentration https://pinboard.in/u:mraginsky/b:3d388fc61a97/ IEEE Xplore - Feedback in the Non-Asymptotic Regime 2011-07-25T22:07:07+00:00 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5961844 mraginskypapers to-read heard-the-talk feedback-information-theory https://pinboard.in/u:mraginsky/b:490b7ab258d7/ IEEE Xplore - MMSE Dimension 2011-07-25T22:06:37+00:00 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5961853 mraginskypapers to-read heard-the-talk information-theory statistics probability estimation https://pinboard.in/u:mraginsky/b:e40b5d262bcc/ IEEE Xplore - Rate-Constrained Simulation and Source Coding i.i.d. Sources 2011-06-21T20:56:59+00:00 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5895067 mraginskypapers to-read information-theory ergodic-theory source-coding heard-the-talk https://pinboard.in/u:mraginsky/b:21170ee04926/ IEEE Xplore - Minimum Expected Length of Fixed-to-Variable Lossless Compression Without Prefix Constraints 2011-06-21T20:55:42+00:00 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5895099 mraginskypapers to-read information-theory source-coding heard-the-talk https://pinboard.in/u:mraginsky/b:426f5f4818fb/ Sergio Verdu: Shannon's inequality (ITA 2011 slides) 2011-03-19T01:50:19+00:00 http://ita.ucsd.edu/workshop/11/files/paper/paper_374.pdf mraginskyinformation-theory slides heard-the-talk filetype:pdf media:document https://pinboard.in/u:mraginsky/b:28b8bc1f1929/ IEEE Xplore - Lower Bounds for the Minimax Risk Using f-Divergences, and Applications 2011-03-17T13:44:21+00:00 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5730571 mraginskypapers have-read heard-the-talk statistics information-theory https://pinboard.in/u:mraginsky/b:1e604b21f3d9/ [1011.2952] Balanced Reduction of Nonlinear Control Systems in Reproducing Kernel Hilbert Space 2010-11-16T05:42:12+00:00 http://arxiv.org/abs/1011.2952 mraginsky papers to-read heard-the-talk control-theory machine-learning dynamical-systems https://pinboard.in/u:mraginsky/b:66d8e9e14a35/ [1001.4448] R'enyi Divergence and Majorization 2010-06-14T15:35:30+00:00 http://arxiv.org/abs/1001.4448 mraginsky to-read information-theory statistics majorization heard-the-talk papers https://pinboard.in/u:mraginsky/b:c7b5614fdf29/ [1002.0042] Lower bounds for the minimax risk using $f$-divergences and applications 2010-06-14T15:34:17+00:00 http://arxiv.org/abs/1002.0042 mraginsky papers have-read information-theory statistics heard-the-talk https://pinboard.in/u:mraginsky/b:3093e83dcb76/