diff --git a/pixi.lock b/pixi.lock
index 373e8608..a82bcb41 100644
--- a/pixi.lock
+++ b/pixi.lock
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       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/toolz-1.2.0-pyh5ded981_0.conda
@@ -5855,7 +5855,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/scipy-doctest-2.2.0-pyhcf101f3_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-81.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.2-pyhc364b38_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.3-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_106.conda
       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/toolz-1.2.0-pyh5ded981_0.conda
@@ -5909,7 +5909,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/scipy-doctest-2.2.0-pyhcf101f3_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-84.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.2-pyhc364b38_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.3-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sympy-1.14.0-pyh04b8f61_6.conda
       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/toolz-1.2.0-pyh5ded981_0.conda
@@ -6126,7 +6126,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/scipy-doctest-2.2.0-pyhcf101f3_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-84.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.2-pyhc364b38_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.3-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_106.conda
       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/toolz-1.2.0-pyh5ded981_0.conda
@@ -6180,7 +6180,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/scipy-doctest-2.2.0-pyhcf101f3_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-84.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.2-pyhc364b38_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.3-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sympy-1.14.0-pyh04b8f61_6.conda
       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/toolz-1.2.0-pyh5ded981_0.conda
@@ -14645,9 +14645,9 @@ packages:
   run_exports: {}
   size: 43039
   timestamp: 1791821664697
-- conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.2-pyhc364b38_0.conda
-  sha256: ffa9de71974d662ed250bf5c7cfa0d9b484f5a25ab2acae5e4cfed0e0276aab4
-  md5: 64951a0891a20a0d6facd00185271a67
+- conda: https://prefix.dev/conda-forge/noarch/sparse-0.19.3-pyhc364b38_0.conda
+  sha256: cd42874564fd48623b68ab4deb9c46adbaefc0b2119111ef8f5c0bcf285db5ec
+  md5: c0bf917bcdce43816066129b607270ca
   depends:
   - python >=3.11
   - numpy >=1.17
@@ -14656,8 +14656,8 @@ packages:
   license: BSD-3-Clause
   license_family: BSD
   run_exports: {}
-  size: 127112
-  timestamp: 1786701071577
+  size: 136105
+  timestamp: 1793003886478
 - conda: https://prefix.dev/conda-forge/noarch/sphinx-9.0.4-pyhd8ed1ab_0.conda
   sha256: cf759498d1bf78b69391a4d09b2f0dc425c106adc53aa92387adf4a2f0e6ab16
   md5: 950eae33376107d143a529d48c363832
diff --git a/pixi.toml b/pixi.toml
index b9fff585..20b278be 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -377,7 +377,7 @@ scipy = "1.16.*"  # compatible ith the pinned numpy version
 [feature.backends.dependencies]
 pytorch = ">=2.14.1"
 dask-core = ">=2026.8.0"  # No distributed, tornado, etc.
-sparse = ">=0.19.2"
+sparse = ">=0.19.3"
 mparray = ">=0.2.2"
 
 [feature.backends.target.unix.dependencies]