💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 2, showing 50 papers

# Paper Cause of Death Category Citations Published
51 Diverse Neural Network Learns True Target Functions
Bo Xie, Yingyu Liang, Le Song
👻 Ghosted cs.LG 146 9 years ago
52 Inference Compilation and Universal Probabilistic Programming
Tuan Anh Le, Atilim Gunes Baydin, Frank Wood
👻 Ghosted cs.AI 145 9 years ago
53 Frequentist Regret Bounds for Randomized Least-Squares Value Iteration
Andrea Zanette, David Brandfonbrener, ... (+3 more)
👻 Ghosted cs.LG 143 6 years ago
54 Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles
Aditya Modi, Nan Jiang, ... (+2 more)
👻 Ghosted cs.LG 140 6 years ago
55 Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation
Sohail Bahmani, Justin Romberg
👻 Ghosted cs.IT 127 9 years ago
56 Stochastic Zeroth-order Optimization in High Dimensions
Yining Wang, Simon Du, ... (+2 more)
👻 Ghosted stat.ML 124 8 years ago
57 Metrics for Deep Generative Models
Nutan Chen, Alexej Klushyn, ... (+4 more)
👻 Ghosted stat.ML 122 8 years ago
58 Adaptive ADMM with Spectral Penalty Parameter Selection
Zheng Xu, Mario A. T. Figueiredo, Tom Goldstein
👻 Ghosted cs.LG 121 9 years ago
59 Local SGD: Unified Theory and New Efficient Methods
Eduard Gorbunov, Filip Hanzely, Peter Richtárik
👻 Ghosted cs.LG 120 5 years ago
60 Resampled Priors for Variational Autoencoders
Matthias Bauer, Andriy Mnih
👻 Ghosted stat.ML 120 7 years ago
61 Scalable Learning of Non-Decomposable Objectives
Elad ET. Eban, Mariano Schain, ... (+4 more)
👻 Ghosted stat.ML 116 9 years ago
62 Quantization based Fast Inner Product Search
Ruiqi Guo, Sanjiv Kumar, ... (+2 more)
👻 Ghosted cs.AI 116 10 years ago
63 Federated Heavy Hitters Discovery with Differential Privacy
Wennan Zhu, Peter Kairouz, ... (+3 more)
👻 Ghosted cs.CR 115 7 years ago
64 Time-Varying Gaussian Process Bandit Optimization
Ilija Bogunovic, Jonathan Scarlett, Volkan Cevher
👻 Ghosted stat.ML 115 10 years ago
65 A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes
Jialin Song, Yuxin Chen, Yisong Yue
👻 Ghosted cs.LG 114 7 years ago
66 Interpreting Black Box Predictions using Fisher Kernels
Rajiv Khanna, Been Kim, ... (+2 more)
👻 Ghosted cs.LG 113 7 years ago
67 The End of Optimism? An Asymptotic Analysis of Finite-Armed Linear Bandits
Tor Lattimore, Csaba Szepesvari
👻 Ghosted stat.ML 111 9 years ago
68 Interval Estimation of Individual-Level Causal Effects Under Unobserved Confounding
Nathan Kallus, Xiaojie Mao, Angela Zhou
👻 Ghosted stat.ML 106 7 years ago
69 ASAGA: Asynchronous Parallel SAGA
Rémi Leblond, Fabian Pedregosa, Simon Lacoste-Julien
👻 Ghosted math.OC 106 9 years ago
70 Shapley Flow: A Graph-based Approach to Interpreting Model Predictions
Jiaxuan Wang, Jenna Wiens, Scott Lundberg
👻 Ghosted cs.LG 105 5 years ago
71 A Continuous-Time View of Early Stopping for Least Squares
Alnur Ali, J. Zico Kolter, Ryan J. Tibshirani
👻 Ghosted stat.ML 105 7 years ago
72 A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix
Thang Doan, Mehdi Bennani, ... (+3 more)
👻 Ghosted cs.LG 102 5 years ago
73 Performative Prediction in a Stateful World
Gavin Brown, Shlomi Hod, Iden Kalemaj
👻 Ghosted cs.LG 101 5 years ago
74 Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method
Lihua Lei, Michael I. Jordan
👻 Ghosted math.OC 101 9 years ago
75 Robust Locally-Linear Controllable Embedding
Ershad Banijamali, Rui Shu, ... (+3 more)
👻 Ghosted cs.LG 99 8 years ago
76 Accelerated Stochastic Power Iteration
Christopher De Sa, Bryan He, ... (+3 more)
👻 Ghosted math.OC 99 8 years ago
77 Online Continuous Submodular Maximization
Lin Chen, Hamed Hassani, Amin Karbasi
👻 Ghosted stat.ML 98 8 years ago
78 Matérn Gaussian Processes on Graphs
Viacheslav Borovitskiy, Iskander Azangulov, ... (+4 more)
👻 Ghosted stat.ML 97 5 years ago
79 Scalable Greedy Feature Selection via Weak Submodularity
Rajiv Khanna, Ethan Elenberg, ... (+3 more)
👻 Ghosted stat.ML 96 9 years ago
80 Why Adaptively Collected Data Have Negative Bias and How to Correct for It
Xinkun Nie, Xiaoying Tian, ... (+2 more)
👻 Ghosted stat.ML 94 8 years ago
81 Bridging the Gap between Stochastic Gradient MCMC and Stochastic Optimization
Changyou Chen, David Carlson, ... (+3 more)
👻 Ghosted stat.ML 93 10 years ago
82 Improved Strongly Adaptive Online Learning using Coin Betting
Kwang-Sung Jun, Francesco Orabona, ... (+2 more)
👻 Ghosted stat.ML 92 9 years ago
83 Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications
Sijia Liu, Jie Chen, ... (+2 more)
👻 Ghosted stat.ML 91 8 years ago
84 On the challenges of learning with inference networks on sparse, high-dimensional data
Rahul G. Krishnan, Dawen Liang, Matthew Hoffman
👻 Ghosted stat.ML 89 8 years ago
85 Learning linear structural equation models in polynomial time and sample complexity
Asish Ghoshal, Jean Honorio
👻 Ghosted cs.LG 89 8 years ago
86 Constrained 1-Spectral Clustering
Syama Sundar Rangapuram, Matthias Hein
👻 Ghosted stat.ML 88 10 years ago
87 Tensor Factorization via Matrix Factorization
Volodymyr Kuleshov, Arun Tejasvi Chaganty, Percy Liang
👻 Ghosted cs.LG 88 11 years ago
88 Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations
Animashree Anandkumar, Prateek Jain, ... (+2 more)
👻 Ghosted cs.LG 85 10 years ago
89 Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs
Valentina Zantedeschi, Aurélien Bellet, Marc Tommasi
👻 Ghosted cs.LG 84 7 years ago
90 Topic Compositional Neural Language Model
Wenlin Wang, Zhe Gan, ... (+6 more)
👻 Ghosted cs.LG 84 8 years ago
91 A Generic Approach for Escaping Saddle points
Sashank J Reddi, Manzil Zaheer, ... (+5 more)
👻 Ghosted cs.LG 83 8 years ago
92 Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields
Mark Schmidt, Reza Babanezhad, ... (+4 more)
👻 Ghosted stat.ML 83 10 years ago
93 Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering
Simon Lacoste-Julien, Fredrik Lindsten, Francis Bach
👻 Ghosted stat.ML 83 11 years ago
94 Conditional Gradient Method for Stochastic Submodular Maximization: Closing the Gap
Aryan Mokhtari, Hamed Hassani, Amin Karbasi
👻 Ghosted math.OC 82 8 years ago
95 What made you do this? Understanding black-box decisions with sufficient input subsets
Brandon Carter, Jonas Mueller, ... (+2 more)
👻 Ghosted cs.LG 81 7 years ago
96 Strong Coresets for Hard and Soft Bregman Clustering with Applications to Exponential Family Mixtures
Mario Lucic, Olivier Bachem, Andreas Krause
👻 Ghosted stat.ML 81 10 years ago
97 Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades
Mehrdad Farajtabar, Manuel Gomez-Rodriguez, ... (+4 more)
👻 Ghosted cs.SI 81 11 years ago
98 A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free!
Dmitry Kovalev, Anastasia Koloskova, ... (+3 more)
👻 Ghosted math.OC 80 5 years ago
99 Smoothed Online Optimization for Regression and Control
Gautam Goel, Adam Wierman
👻 Ghosted cs.LG 80 7 years ago
100 Optimization as Estimation with Gaussian Processes in Bandit Settings
Zi Wang, Bolei Zhou, Stefanie Jegelka
👻 Ghosted stat.ML 80 10 years ago