---
title: "NeurIPS 2022 — all accepted papers, page 16 — Elamur Research"
description: "All 2,834 papers of NeurIPS 2022 · page 16 of 29, the most cited first; those with our summary link to it."
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# NeurIPS 2022: all accepted papers

2,834 papers · page 16 of 29 · the most cited first · [← NeurIPS 2022](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2022/)

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1501. **[Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty ↗](https://doi.org/10.52202/068431-0502)**Luning Sun, Daniel Zhengyu Huang, Hao Yan Sun et al.*3 citations*
1502. **[Benign, Tempered, Or Catastrophic: Toward a Refined Taxonomy of Overfitting ↗](https://doi.org/10.52202/068431-0087)**Neil Mallinar, James B. Simon, Amirhesam Abedsoltan et al.*3 citations*
1503. **[Beyond Adult and COMPAS: Fair Multi-Class Prediction Via Information Projection ↗](https://doi.org/10.52202/068431-2808)**Wael Alghamdi, Hsiang Hsu, Haewon Jeong et al.*3 citations*
1504. **[Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources ↗](https://doi.org/10.52202/068431-0996)**Bariscan Bozkurt, Cengiz Pehlevan, Alper Tunga Erdogan*3 citations*
1505. **[Bounded-Regret MPC Via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity ↗](https://doi.org/10.52202/068431-2621)**Yiheng Lin, Yang Hu, Guannan Qu et al.*3 citations*
1506. **[Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms ↗](https://doi.org/10.52202/068431-1572)**Alireza Fallah, Ali Makhdoumi, Azarakhsh Malekian et al.*3 citations*
1507. **[CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior ↗](https://doi.org/10.52202/068431-1278)**Eldar David Abraham, Karel D’Oosterlinck, Amir Feder et al.*3 citations*
1508. **[Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers ↗](https://doi.org/10.52202/068431-1480)**Wanqian Yang, Polina Kirichenko, Micah Goldblum et al.*3 citations*
1509. **[ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences ↗](https://doi.org/10.52202/068431-2691)**Ming-Syan Chen, De-Nian Yang, Ming-Syan Chen*3 citations*
1510. **[Communication Efficient Distributed Learning for Kernelized Contextual Bandits ↗](https://doi.org/10.52202/068431-1437)**Chuanhao Li, Hongning Wang, Mengdi Wang et al.*3 citations*
1511. **[Communication Efficient Federated Learning for Generalized Linear Bandits ↗](https://doi.org/10.52202/068431-2783)**Chuanhao Li, Hongning Wang*3 citations*
1512. **[Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language ↗](https://doi.org/10.52202/068431-1818)**Zhenlin Xu, Marc Niethammer, Colin Raffel*3 citations*
1513. **[Constants of Motion Network ↗](https://doi.org/10.52202/068431-1834)**Muhammad Kasim, Yi Heng Lim*3 citations*
1514. **[Convergent Representations of Computer Programs in Human and Artificial Neural Networks ↗](https://doi.org/10.52202/068431-1368)**Shashank Srikant, Benjamin Lipkin, Anna Aleksandrovna Ivanova et al.*3 citations*
1515. **[Counterfactual Fairness with Partially Known Causal Graph ↗](https://doi.org/10.52202/068431-0091)**Aoqi Zuo, Susan Wei, Tongliang Liu et al.*3 citations*
1516. **[CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation ↗](https://doi.org/10.52202/068431-1071)**Zicheng Zhang, Yi Zhu, Jianzhuang Liu et al.*3 citations*
1517. **[Curriculum Reinforcement Learning Using Optimal Transport Via Gradual Domain Adaptation ↗](https://doi.org/10.52202/068431-0774)**Peide Huang, Mengdi Xu, Jiacheng Zhu et al.*3 citations*
1518. **[Data-Driven Conditional Robust Optimization ↗](https://doi.org/10.52202/068431-0692)**Abhilash Reddy Chenreddy, Nymisha Bandi, Erick Delage*3 citations*
1519. **[Data-Efficient Structured Pruning Via Submodular Optimization ↗](https://doi.org/10.52202/068431-2653)**Marwa El Halabi, Suraj Srinivas, Simon Lacoste-Julien*3 citations*
1520. **[Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning ↗](https://doi.org/10.52202/068431-0656)**Dilip Arumugam, Benjamin Van Roy*3 citations*
1521. **[Decision Trees with Short Explainable Rules ↗](https://doi.org/10.52202/068431-0898)**VICTOR FEITOSA DE CARVALHO SOUZA, Ferdinando Cicalese, Eduardo Sany Laber et al.*3 citations*
1522. **[Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis ↗](https://doi.org/10.52202/068431-2558)**Wuyang Chen, Wei Huang, Xinyu Gong et al.*3 citations*
1523. **[Deep Model Reassembly ↗](https://doi.org/10.52202/068431-1866)**Xingyi Yang, Daquan Zhou, Songhua Liu et al.*3 citations*
1524. **[Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning ↗](https://doi.org/10.52202/068431-0281)**Riashat Islam, Hongyu Zang, Anirudh Goyal et al.*3 citations*
1525. **[Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders ↗](https://doi.org/10.52202/068431-2020)**Olivier Jeunen, Ciarán M. Lee, Rishabh Mehrotra et al.*3 citations*
1526. **[Distributed Inverse Constrained Reinforcement Learning for Multi-Agent Systems ↗](https://doi.org/10.52202/068431-2423)**Shicheng Liu, Minghui Zhu*3 citations*
1527. **[Distributional Reinforcement Learning for Risk-Sensitive Policies ↗](https://doi.org/10.52202/068431-2246)**Shiau Hong Lim, Ilyas Malik*3 citations*
1528. **[Distributionally Adaptive Meta Reinforcement Learning ↗](https://doi.org/10.52202/068431-1875)**Anurag Ajay, Abhishek Gupta, Dibya Ghosh et al.*3 citations*
1529. **[Distributionally Robust Weighted K-Nearest Neighbors ↗](https://doi.org/10.52202/068431-2109)**Shixiang Zhu, Liyan Xie, Minghe Zhang et al.*3 citations*
1530. **[Domain Generalization Without Excess Empirical Risk ↗](https://doi.org/10.52202/068431-0973)**Ozan Şener, Vladlen Koltun*3 citations*
1531. **[Double Bubble, Toil and Trouble: Enhancing Certified Robustness Through Transitivity ↗](https://doi.org/10.52202/068431-1388)**Andrew C. Cullen, Paul Montague, Shijie Liu et al.*3 citations*
1532. **[Drawing Out of Distribution with Neuro-Symbolic Generative Models ↗](https://doi.org/10.52202/068431-1109)**Yichao Liang, Joshua B. Tenenbaum, Tuan Anh Le et al.*3 citations*
1533. **[Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior ↗](https://doi.org/10.52202/068431-2151)**Zoe C. Ashwood, Aditi Jha, Jonathan W. Pillow*3 citations*
1534. **[Dynamic Pricing and Assortment Under a Contextual MNL Demand ↗](https://doi.org/10.52202/068431-0250)**Noémie Périvier, Vineet Goyal*3 citations*
1535. **[Dynamic Sparse Network for Time Series Classification: Learning What to “See” ↗](https://doi.org/10.52202/068431-1226)**Qiao Xiao, Boqian Wu, Yu Zhang et al.*3 citations*
1536. **[Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution ↗](https://doi.org/10.52202/068431-1953)**Antonio Orvieto, Simon Lacoste-Julien, Nicolas Loizou*3 citations*
1537. **[Efficient Active Learning with Abstention ↗](https://doi.org/10.52202/068431-2564)**Yinglun Zhu, Robert Nowak*3 citations*
1538. **[Efficient Methods for Non-Stationary Online Learning ↗](https://doi.org/10.52202/068431-0841)**Peng Zhao, Yanfeng Xie, Lijun Zhang et al.*3 citations*
1539. **[Efficient Sampling on Riemannian Manifolds Via Langevin MCMC ↗](https://doi.org/10.52202/068431-0434)**Xiang Cheng, Suvrit Sra, Suvrit Sra*3 citations*
1540. **[Efficient and Effective Optimal Transport-Based Biclustering ↗](https://doi.org/10.52202/068431-2390)**Chakib Fettal, Lazhar Labiod, Mohamed Nadif*3 citations*
1541. **[Eliciting Thinking Hierarchy Without a Prior ↗](https://doi.org/10.52202/068431-0969)**Yuqing Kong, Yunqi Li, Yubo Zhang et al.*3 citations*
1542. **[Emergent Communication: Generalization and Overfitting in Lewis Games ↗](https://doi.org/10.52202/068431-0102)**Mathieu Rita, Corentin Tallec, Paul Michel et al.*3 citations*
1543. **[Equivariant Networks for Zero-Shot Coordination ↗](https://doi.org/10.52202/068431-0464)**Darius Muglich, Christian Schroeder De Witt, Elise van der Pol et al.*3 citations*
1544. **[Explaining Preferences with Shapley Values ↗](https://doi.org/10.52202/068431-2006)**Robert Hu, Siu Lun Chau, Robert Hu et al.*3 citations*
1545. **[Exploitability Minimization in Games and Beyond ↗](https://doi.org/10.52202/068431-0351)**Denizalp Goktas, Amy Greenwald*3 citations*
1546. **[Exploring Figure-Ground Assignment Mechanism in Perceptual Organization ↗](https://doi.org/10.52202/068431-1239)**Wei Zhai, Yang Cao, Jing Zhang et al.*3 citations*
1547. **[Exponential Family Model-Based Reinforcement Learning Via Score Matching ↗](https://doi.org/10.52202/068431-2064)**Gene Li, Junbo Li, Anmol Kabra et al.*3 citations*
1548. **[Fair Rank Aggregation ↗](https://doi.org/10.52202/068431-1740)**Diptarka Chakraborty, Syamantak Das, Arindam Khan et al.*3 citations*
1549. **[Fast Bayesian Inference with Batch Bayesian Quadrature Via Kernel Recombination ↗](https://doi.org/10.52202/068431-1203)**Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen et al.*3 citations*
1550. **[Faster and Scalable Algorithms for Densest Subgraph and Decomposition ↗](https://doi.org/10.52202/068431-1955)**Elfarouk Harb, Kent Quanrud, Chandra Chekuri*3 citations*
1551. **[FeLMi : Few Shot Learning with Hard Mixup ↗](https://doi.org/10.52202/068431-1777)**Aniket Roy, Anshul Shah, Ketul Shah et al.*3 citations*
1552. **[Feature Learning in L2-Regularized DNNs: Attraction/Repulsion and Sparsity ↗](https://doi.org/10.52202/068431-0490)**Arthur Jacot, Eugène Golikov, Clément Hongler et al.*3 citations*
1553. **[Few-Shot Non-Parametric Learning with Deep Latent Variable Model ↗](https://doi.org/10.52202/068431-1918)**Zhiying Jiang, Yiqin Dai, Ji Xin et al.*3 citations*
1554. **[Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach ↗](https://doi.org/10.52202/068431-1853)**Ziyi Chen, Shaocong Ma, Yi Zhou*3 citations*
1555. **[Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing ↗](https://doi.org/10.52202/068431-1047)**Nataniel Ruiz, Sarah Adel Bargal, Cihang Xie et al.*3 citations*
1556. **[FourierFormer: Transformer Meets Generalized Fourier Integral Theorem ↗](https://doi.org/10.52202/068431-2126)**Tan Nguyen, Minh Thai Pham, Tam Nhu Ngoc Nguyen et al.*3 citations*
1557. **[Function Classes for Identifiable Nonlinear Independent Component Analysis ↗](https://doi.org/10.52202/068431-1233)**Simon Buchholz, Michel Besserve, Bernhard Schölkopf*3 citations*
1558. **[GULP: A Prediction-Based Metric Between Representations ↗](https://doi.org/10.52202/068431-0516)**Enric Boix-Adserà, Hannah Lawrence, George Stepaniants et al.*3 citations*
1559. **[Generalizing Bayesian Optimization with Decision-Theoretic Entropies ↗](https://doi.org/10.52202/068431-1528)**Willie Neiswanger, Lantao Yu, Shengjia Zhao et al.*3 citations*
1560. **[Geoclidean: Few-Shot Generalization in Euclidean Geometry ↗](https://doi.org/10.52202/068431-2827)**Joy Hsu, Jiajun Wu, Noah D. Goodman*3 citations*
1561. **[Giving Feedback on Interactive Student Programs with Meta-Exploration ↗](https://doi.org/10.52202/068431-2629)**Evan Zheran Liu, Moritz Stephan, Allen Nie et al.*3 citations*
1562. **[Globally Gated Deep Linear Networks ↗](https://doi.org/10.52202/068431-2521)**Qianyi Li, Haim Sompolinsky*3 citations*
1563. **[GraB: Finding Provably Better Data Permutations than Random Reshuffling ↗](https://doi.org/10.52202/068431-0652)**Yucheng Lu, Wentao Guo, Christopher De*3 citations*
1564. **[Gradient Descent is Optimal Under Lower Restricted Secant Inequality and Upper Error Bound ↗](https://doi.org/10.52202/068431-1805)**Charles Guille-Escuret, Adam Ibrahim, Baptiste Goujaud et al.*3 citations*
1565. **[Graph Coloring Via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction ↗](https://doi.org/10.52202/068431-2240)**Hansheng Xue, Vaibhav Rajan, Yu Lin*3 citations*
1566. **[GraphQNTK: Quantum Neural Tangent Kernel for Graph Data ↗](https://doi.org/10.52202/068431-0442)**Yehui Tang, Junchi Yan*3 citations*
1567. **[GriddlyJS: A Web IDE for Reinforcement Learning ↗](https://doi.org/10.52202/068431-1095)**Christopher Bamford, Minqi Jiang, Mikayel Samvelyan et al.*3 citations*
1568. **[Grounding Aleatoric Uncertainty for Unsupervised Environment Design ↗](https://doi.org/10.52202/068431-2382)**Minqi Jiang, Michael Dennis, Jack Parker-Holder et al.*3 citations*
1569. **[Hierarchical Classification at Multiple Operating Points ↗](https://doi.org/10.52202/068431-1311)**Jack Valmadre*3 citations*
1570. **[High-Dimensional Limit Theorems for SGD: Effective Dynamics and Critical Scaling ↗](https://doi.org/10.52202/068431-1838)**Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath*3 citations*
1571. **[Hilbert Distillation for Cross-Dimensionality Networks ↗](https://doi.org/10.52202/068431-0852)**Dian Qin, Haishuai Wang, Zhe Liu et al.*3 citations*
1572. **[Hyperbolic Feature Augmentation Via Distribution Estimation and Infinite Sampling on Manifolds ↗](https://doi.org/10.52202/068431-2494)**Zhi Feng Gao, Yuwei Wu, Yunde Jia et al.*3 citations*
1573. **[Hypothesis Testing for Differentially Private Linear Regression ↗](https://doi.org/10.52202/068431-1032)**Daniel Alabi, Salil Vadhan*3 citations*
1574. **[IMED-RL: Regret Optimal Learning of Ergodic Markov Decision Processes ↗](https://doi.org/10.52202/068431-1912)**Fabien Pesquerel, Odalric-Ambrym Maillard*3 citations*
1575. **[Imitating Past Successes Can Be Very Suboptimal ↗](https://doi.org/10.52202/068431-0438)**Benjamin Eysenbach, Soumith Udatha, Russ Salakhutdinov et al.*3 citations*
1576. **[Implicit Bias of Gradient Descent on Reparametrized Models: On Equivalence to Mirror Descent ↗](https://doi.org/10.52202/068431-2509)**Zhiyuan Li, Tianhao Wang, Jason D. Lee et al.*3 citations*
1577. **[Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method ↗](https://doi.org/10.52202/068431-0560)**Ho Huu Nghia Nguyen, Tan Nguyen, Huyen Vo et al.*3 citations*
1578. **[Improving Variational Autoencoders with Density Gap-Based Regularization ↗](https://doi.org/10.52202/068431-1415)**Jianfei Zhang, Jun Bai, Chenghua Lin et al.*3 citations*
1579. **[In the Eye of the Beholder: Robust Prediction with Causal User Modeling ↗](https://doi.org/10.52202/068431-1048)**Amir Feder, Guy Horowitz, Yoav Wald et al.*3 citations*
1580. **[Independence Testing-Based Approach to Causal Discovery Under Measurement Error and Linear Non-Gaussian Models ↗](https://doi.org/10.52202/068431-1996)**Haoyue Dai, Peter Spirtes, Kun Zhang*3 citations*
1581. **[Integral Probability Metrics PAC-Bayes Bounds ↗](https://doi.org/10.52202/068431-0226)**Ron Amit, Baruch Epstein, Shay Moran et al.*3 citations*
1582. **[Intra-Agent Speech Permits Zero-Shot Task Acquisition ↗](https://doi.org/10.52202/068431-0176)**Chen Yan, Federico Carnevale, Petko I Georgiev et al.*3 citations*
1583. **[KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation ↗](https://doi.org/10.52202/068431-0610)**Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge et al.*3 citations*
1584. **[LIPS - Learning Industrial Physical Simulation Benchmark Suite ↗](https://doi.org/10.52202/068431-2037)**Milad Leyli-Abadi, Antoine Marot, Jérôme Picault et al.*3 citations*
1585. **[Laplacian Autoencoders for Learning Stochastic Representations ↗](https://doi.org/10.52202/068431-1531)**Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz et al.*3 citations*
1586. **[Lazy and Fast Greedy MAP Inference for Determinantal Point Process ↗](https://doi.org/10.52202/068431-0201)**Shinichi Hemmi, Taihei Oki, Shinsaku Sakaue et al.*3 citations*
1587. **[Learn What Matters: Cross-Domain Imitation Learning with Task-Relevant Embeddings ↗](https://doi.org/10.52202/068431-1906)**Tim Franzmeyer, Philip Torr, João F. Henriques*3 citations*
1588. **[Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation ↗](https://doi.org/10.52202/068431-1235)**Moitreya Chatterjee, Narendra Ahuja, Anoop Cherian*3 citations*
1589. **[Learning Low-Dimensional Generalizable Natural Features from Retina Using a U-Net ↗](https://doi.org/10.52202/068431-0825)**Siwei Wang, Benjamin D. Hoshal, Elizabeth A. de Laittre et al.*3 citations*
1590. **[Learning Optical Flow from Continuous Spike Streams ↗](https://doi.org/10.52202/068431-0574)**Rui Zhao, Ruiqin Xiong, Jing Zhao et al.*3 citations*
1591. **[Learning Options Via Compression ↗](https://doi.org/10.52202/068431-1540)**Yiding Jiang, Evan Zheran Liu, Benjamin Eysenbach et al.*3 citations*
1592. **[Learning Physics Constrained Dynamics Using Autoencoders ↗](https://doi.org/10.52202/068431-1248)**Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan et al.*3 citations*
1593. **[Learning Sparse Features Can Lead to Overfitting in Neural Networks ↗](https://doi.org/10.52202/068431-0683)**Leonardo Petrini, Francesco Cagnetta, Eric Vanden-Eijnden et al.*3 citations*
1594. **[Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis ↗](https://doi.org/10.52202/068431-0350)**Jonathan Laurent, André Platzer*3 citations*
1595. **[Learning-Augmented Algorithms for Online Linear and Semidefinite Programming ↗](https://doi.org/10.52202/068431-2800)**Elena Grigorescu, Young-San Lin, Sandeep Silwal et al.*3 citations*
1596. **[Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions ↗](https://doi.org/10.52202/068431-1550)**Wei Zhang, Yanjun Han, Zhengyuan Zhou et al.*3 citations*
1597. **[Linear TreeShap ↗](https://doi.org/10.52202/068431-1872)**Yu Peng, Albert Bifet, Jesse Read et al.*3 citations*
1598. **[Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy ↗](https://doi.org/10.52202/068431-2481)**Jordan Awan, Jinshuo Dong*3 citations*
1599. **[Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing ↗](https://doi.org/10.52202/068431-1520)**Yonggan Fu, Yang Zhang, Kaizhi Qian et al.*3 citations*
1600. **[Low-Rank Modular Reinforcement Learning Via Muscle Synergy ↗](https://doi.org/10.52202/068431-1444)**Heng Dong, Tonghan Wang, Jiayuan Liu et al.*3 citations*

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