Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization | Paper Citation Record

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This paper cites Convex optimization with p -norm oracles.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Convex optimization with p -norm oracles

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This paper cites Adaptive norms for deep learning with regularized Newton methods.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Adaptive norms for deep learning with regularized Newton methods

Reference 2

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This paper cites J., Bartlett, P., and Ravikumar, P.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization J., Bartlett, P., and Ravikumar, P

Reference 3

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This paper cites and Orecchia, L.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Orecchia, L

Reference 4

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This paper cites C., Foster, D.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization C., Foster, D

Reference 5

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This paper cites Faster Acceleration for Steepest Descent.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Faster Acceleration for Steepest Descent

Reference 6

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This paper cites and Bullins, B.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Bullins, B

Reference 7

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This paper cites and Bullins, B.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Bullins, B

Reference 8

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This paper cites The Geometry of Sign Gradient Descent.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization The Geometry of Sign Gradient Descent

Reference 9

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This paper cites signsgd: Compressed optimisation for non-convex problems.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization signsgd: Compressed optimisation for non-convex problems

Reference 10

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This paper cites Highly smooth minimization of non-smooth problems.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Highly smooth minimization of non-smooth problems

Reference 11

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This paper cites Convex until proven guilty.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Convex until proven guilty

Reference 12

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This paper cites Lion secretly solves a constrained optimization: As lyapunov predicts.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Lion secretly solves a constrained optimization: As lyapunov predicts

Reference 13

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This paper cites Symbolic discovery of optimization algorithms.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Symbolic discovery of optimization algorithms

Reference 14

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This paper cites Z., and Talwalkar, A.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Z., and Talwalkar, A

Reference 15

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This paper cites Non-Euclidean High-Order Smooth Convex Optimization.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Non-Euclidean High-Order Smooth Convex Optimization

Reference 16

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This paper cites The road less scheduled.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization The road less scheduled

Reference 17

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This paper cites A guide through the zoo of biased SGD.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization A guide through the zoo of biased SGD

Reference 18

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This paper cites Imagenet: A large-scale hierarchical image database.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Imagenet: A large-scale hierarchical image database

Reference 19

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This paper cites and Guzm \'a n, C.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Guzm \'a n, C

Reference 20

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This paper cites and Orecchia, L.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Orecchia, L

Reference 21

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This paper cites Adaptive subgradient methods for online learning and stochastic optimization.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Adaptive subgradient methods for online learning and stochastic optimization

Reference 22

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This paper cites C., Agarwal, A., and Wainwright, M.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization C., Agarwal, A., and Wainwright, M

Reference 23

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This paper cites and Lan, G.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Lan, G

Reference 24

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This paper cites An investigation into neural net optimization via Hessian eigenvalue density.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization An investigation into neural net optimization via Hessian eigenvalue density

Reference 25

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This paper cites Shampoo: Preconditioned stochastic tensor optimization.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Shampoo: Preconditioned stochastic tensor optimization

Reference 26

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This paper cites and Nemirovski, A.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Nemirovski, A

Reference 27

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This paper cites Deep residual learning for image recognition.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Deep residual learning for image recognition

Reference 28

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Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Cutkosky, A

Reference 29

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This paper cites A direct O (1/ ) iteration parallel algorithm for optimal transport.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization A direct O (1/ ) iteration parallel algorithm for optimal transport

Reference 30

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This paper cites How does adaptive optimization impact local neural network geometry? Advances in Neural Information Processing Systems, 36, 2024.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization How does adaptive optimization impact local neural network geometry? Advances in Neural Information Processing Systems, 36, 2024

Reference 31

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This paper cites M., and Jordan, M.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization M., and Jordan, M

Reference 32

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This paper cites Linear convergence of gradient and proximal-gradient methods under the Polyak- ojasiewicz condition.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Linear convergence of gradient and proximal-gradient methods under the Polyak- ojasiewicz condition

Reference 33

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This paper cites A., Lee, Y.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization A., Lee, Y

Reference 34

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Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Unresolved cited work

Reference 35

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This paper cites Learning multiple layers of features from tiny images.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Learning multiple layers of features from tiny images

Reference 36

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Observation 5f1b2234-4014-4bd5-aab5-58d3dc9a2cd0 · outbound

This paper cites Hessian based analysis of sgd for deep nets: Dynamics and generalization.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Hessian based analysis of sgd for deep nets: Dynamics and generalization

Reference 37

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This paper cites On the convergence of fedavg on non-iid data.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization On the convergence of fedavg on non-iid data

Reference 38

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Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Unresolved cited work

Reference 39

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This paper cites and Hutter, F.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Hutter, F

Reference 40

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Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Grosse, R

Reference 41

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This paper cites M., and Janson, L.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization M., and Janson, L

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.661274Z

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Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Unresolved cited work

Reference 43

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Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Unresolved cited work

Reference 44

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Observation 74752cb3-1e5d-4fae-96f1-b0faed0035f2 · outbound

This paper cites A method for solving the convex programming problem with convergence rate O (1/k2).

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization A method for solving the convex programming problem with convergence rate O (1/k2)

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.631591Z

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Observation 02721d1e-55de-48cf-abb8-b0eeeddaca71 · outbound

This paper cites Smooth minimization of non-smooth functions.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Smooth minimization of non-smooth functions

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.621852Z

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Observation 466ec72b-f4dd-47c7-835a-39a2773b9c8a · outbound

This paper cites Lectures on convex optimization, volume 137.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Lectures on convex optimization, volume 137

Reference 47

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This paper cites The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size

Reference 48

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Reference 49

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Observation 343b527d-945b-44f5-80f2-fd9b993613d3 · outbound

This paper cites and Monro, S.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Monro, S

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.595636Z

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Observation 50a5aba2-f852-4477-b04c-f0a7fd38a77e · outbound

This paper cites Area-convexity, _ regularization, and undirected multicommodity flow.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Area-convexity, _ regularization, and undirected multicommodity flow

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.586237Z

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This paper cites and Tian, K.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization and Tian, K

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.575362Z

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This paper cites Unified acceleration of high-order algorithms under general holder continuity.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Unified acceleration of high-order algorithms under general holder continuity

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.565418Z

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This paper cites On the Convergence of SGD with Biased Gradients.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization On the Convergence of SGD with Biased Gradients

Reference 54

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Observation a754414f-f34c-4fbc-a64c-8892d14ec245 · outbound

This paper cites On the importance of initialization and momentum in deep learning.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization On the importance of initialization and momentum in deep learning

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.554752Z

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Observation 26288e25-d832-47ab-bafe-588299f603c2 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization LLaMA: Open and Efficient Foundation Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:35.289701Z

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Observation bfca2cc4-d108-4d7d-93d5-a55e51f4526e · outbound

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Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:35.545195Z

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Observation 90a2c239-5c03-4bb4-931b-5fe92dfa3a92 · outbound

This paper cites X., and Liu, H.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization X., and Liu, H

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.534227Z

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Observation c5fa2aee-1c51-4610-a1ef-2fc3356c36ac · outbound

This paper cites Online composite optimization between stochastic and adversarial environments.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Online composite optimization between stochastic and adversarial environments

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.524081Z

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Observation 5ff4c722-7974-42b8-b8d5-d28f354c69a0 · outbound

This paper cites Federated composite optimization.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Federated composite optimization

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:04:35.513288Z

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Observation 8c43af32-e61f-4092-8a32-714912283217 · outbound

This paper cites write newline.

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization write newline

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:35.304379Z

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