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Andrei Fajardo Date: Thu, 5 Jun 2025 19:47:47 -0400 Subject: [PATCH 2/4] use hosted versions of images --- books/fl/src/horizontal/robust_global_fl/README.md | 10 +++++----- books/fl/src/horizontal/robust_global_fl/fedopt.md | 2 +- books/fl/src/horizontal/robust_global_fl/fedprox.md | 12 ++++++------ books/fl/src/horizontal/robust_global_fl/moon.md | 4 ++-- 4 files changed, 14 insertions(+), 14 deletions(-) diff --git a/books/fl/src/horizontal/robust_global_fl/README.md b/books/fl/src/horizontal/robust_global_fl/README.md index 5e05feb..ef3c57a 100644 --- a/books/fl/src/horizontal/robust_global_fl/README.md +++ b/books/fl/src/horizontal/robust_global_fl/README.md @@ -109,8 +109,8 @@ datasets.

-Local Model 1 -Local Model 2 +Local Model 1 +Local Model 2
Two clients with different datasets. Note that each holds a slightly different view of the feature space. Notably, Client 1 (left) has a distinct cluster of data points in the bottom right and fewer points labeled in @@ -129,8 +129,8 @@ distributions from a global perspective.
-FedAvg Model -FedDF Model +FedAvg Model +FedDF Model
Model resulting from FedAvg (left) compared with the model trained using FedDF (right).
@@ -150,7 +150,7 @@ FL, but more strongly emphasize local distributions.
-Two FL Routes +Two FL Routes
Two possible routes for addressing data heterogeneity in FL.
diff --git a/books/fl/src/horizontal/robust_global_fl/fedopt.md b/books/fl/src/horizontal/robust_global_fl/fedopt.md index 109f77e..fdd8725 100644 --- a/books/fl/src/horizontal/robust_global_fl/fedopt.md +++ b/books/fl/src/horizontal/robust_global_fl/fedopt.md @@ -69,7 +69,7 @@ FedYogi have been proposed. See the algorithm below for details.
-FedOpt Algorithms +FedOpt Algorithms
diff --git a/books/fl/src/horizontal/robust_global_fl/fedprox.md b/books/fl/src/horizontal/robust_global_fl/fedprox.md index bc783d8..c7b1472 100644 --- a/books/fl/src/horizontal/robust_global_fl/fedprox.md +++ b/books/fl/src/horizontal/robust_global_fl/fedprox.md @@ -24,7 +24,7 @@ client loss functions are distinct from the global minimum.
-Combined loss objective +Combined loss objective
Comparison of local loss landscapes for two clients with the combined global loss.
@@ -38,7 +38,7 @@ step makes steady progress towards the global minimum.
-FedSGD and global convergence +FedSGD and global convergence
FedSGD rounds result in averaged models making steady progress towards the global minimum.
@@ -56,7 +56,7 @@ below.
-FedAvg and the influence of local drift +FedAvg and the influence of local drift
Illustration of "client drift" in FedAvg updates caused by differences in the shape of the local loss functions of each client.
@@ -101,7 +101,7 @@ modification coming in the local update calculations.
-FedProx Algorithms +FedProx Algorithms
@@ -124,8 +124,8 @@ line in the Figures below.
-FedProx vs. FedAvg -FedProx vs. FedAvg +FedProx vs. FedAvg +FedProx vs. FedAvg
Comparison of FedProx to FedAvg in various settings. On the top left, data is homogeneous across clients. Without adaptation FedProx struggles to out perform FedAvg. Data is heterogeneous in the other settings and FedProx performs diff --git a/books/fl/src/horizontal/robust_global_fl/moon.md b/books/fl/src/horizontal/robust_global_fl/moon.md index 9399740..da01bad 100644 --- a/books/fl/src/horizontal/robust_global_fl/moon.md +++ b/books/fl/src/horizontal/robust_global_fl/moon.md @@ -54,7 +54,7 @@ models. These models are illustrated in the figure below.
-Moon models and their latent representation +Moon models and their latent representation
The three models important in the computation of MOON's contrastive loss functions and their latent representations.
@@ -117,7 +117,7 @@ below, FedAvg is used as the server-side strategy.
-Moon Algorithms +Moon Algorithms
From edcb4c06638923bdc4377d101033c3cdc168ac88 Mon Sep 17 00:00:00 2001 From: Val Andrei Fajardo Date: Thu, 5 Jun 2025 19:48:03 -0400 Subject: [PATCH 3/4] rm assets --- .../src/assets/FedProxAdaptation_bottom.png | Bin 44562 -> 0 bytes books/fl/src/assets/FedProxAdaptation_top.png | Bin 44488 -> 0 bytes books/fl/src/assets/SplitModels.svg | 4 - books/fl/src/assets/algorithm-fedopt.svg | 1010 ----------------- books/fl/src/assets/algorithm-fedprox.svg | 661 ----------- books/fl/src/assets/algorithm-fedsgd.svg | 447 -------- books/fl/src/assets/algorithm-moon.svg | 647 ----------- .../fl/src/assets/combined_loss_objective.svg | 223 ---- books/fl/src/assets/fed_df_model.png | Bin 106847 -> 0 bytes books/fl/src/assets/fedavg_drift.svg | 881 -------------- books/fl/src/assets/fedavg_model.png | Bin 144490 -> 0 bytes books/fl/src/assets/fedsgd_steps.svg | 994 ---------------- .../assets/heterogeneity_two_routes_alt.svg | 4 - books/fl/src/assets/local_model_1.png | Bin 119749 -> 0 bytes books/fl/src/assets/local_model_2.png | Bin 89590 -> 0 bytes 15 files changed, 4871 deletions(-) delete mode 100644 books/fl/src/assets/FedProxAdaptation_bottom.png delete mode 100644 books/fl/src/assets/FedProxAdaptation_top.png delete mode 100644 books/fl/src/assets/SplitModels.svg delete mode 100644 books/fl/src/assets/algorithm-fedopt.svg delete mode 100644 books/fl/src/assets/algorithm-fedprox.svg delete mode 100644 books/fl/src/assets/algorithm-fedsgd.svg delete mode 100644 books/fl/src/assets/algorithm-moon.svg delete mode 100644 books/fl/src/assets/combined_loss_objective.svg delete mode 100644 books/fl/src/assets/fed_df_model.png delete mode 100644 books/fl/src/assets/fedavg_drift.svg delete mode 100644 books/fl/src/assets/fedavg_model.png delete mode 100644 books/fl/src/assets/fedsgd_steps.svg delete mode 100644 books/fl/src/assets/heterogeneity_two_routes_alt.svg delete mode 100644 books/fl/src/assets/local_model_1.png delete mode 100644 books/fl/src/assets/local_model_2.png 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Global FL with Robust Optimization
Personalized FL
Two Common
Routes
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zb3mdu=h6Zgoxg<#!7KbDc^?20JmV{J%o+1xP0qDhGV-G<1eQJM0Cd{h6SoVg=vj~c z-elK7tsy?cf4|3O`Hk%7Y(#7NTQe|~=dGC=y~)62pk*Kz^N%j!$bBRev)!h80$H|i z1s^H^B_l5wVugw^u$8B4eKlX6wzbwIqSTr6K2e+M&}V#^SQu+c%QfvG(IcE-owWZ>yD5J1^q`aipH>|nzlAd2Opv&Bkfxc3DeT53Ol zP#LO8z)y+Ley=}U3ACn9<*5!4P-|)n8^+@?)vD1hNB*~(mjZz)vudHRiv4d#jZN9u zD9xfX>au&8nSVzH20Xtbt7CIA@Io0#7515JtUyLj)1H=j`p9OUK6Jn*4PIKt0XIQZ zAS)X1BS6tR4kRhNrRz)E8T+u2+9zAG{`c?lI~MPx8dYLassL3`udfD3BYQHV@)gH! z{|fODxgi4so;M_IR3-zHfj`Ya;2@WI>>bhKN0j#UqY6E)3EpXR+Y|vI? fOAl|_PiNr&-0e&wGa`uk00000NkvXXu0mjfG?;@^ From cf286cb8b2c679c8a8b31928034b952c56e0775b Mon Sep 17 00:00:00 2001 From: Val Andrei Fajardo Date: Thu, 5 Jun 2025 19:50:33 -0400 Subject: [PATCH 4/4] update --- books/fl/src/horizontal/vanilla_fl/fedsgd.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/books/fl/src/horizontal/vanilla_fl/fedsgd.md b/books/fl/src/horizontal/vanilla_fl/fedsgd.md index c33bb55..40dd0f5 100644 --- a/books/fl/src/horizontal/vanilla_fl/fedsgd.md +++ b/books/fl/src/horizontal/vanilla_fl/fedsgd.md @@ -118,7 +118,7 @@ client receives the final model as described by the weights \\(\mathbf{w}\_T\\).
-FedSGD Algorithm +FedSGD Algorithm